[ { "productId": "bitbucket", "storyId": "agentic-agent-docs", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "Direct probes for llms.txt, markdown docs, and OpenAPI specs all returned 404s, and no evidence shows Bitbucket/Atlassian publishing agent-oriented docs like llms.txt.", "evidenceIds": [ "bitbucket-probe-1", "bitbucket-probe-2", "bitbucket-probe-3" ] }, { "productId": "bitbucket", "storyId": "agentic-ai-insights", "verdict": "partial", "quality": 6, "confidence": "medium", "rationale": "Bitbucket docs claim AI code review that reviews changes and suggests fixes, plus Rovo-powered AI workflows and model access, indicating AI-generated insights/suggestions from repository data. However, these are vendor claims with no independent/hands-on corroboration, and community evidence is silent on AI features entirely. Missing for 10: independent verification of AI review quality, concrete examples of AI-generated insights in practice, and detail on how deeply Rovo integrates with actual code/data.", "evidenceIds": [ "bitbucket-docs-3", "bitbucket-docs-4", "bitbucket-docs-5" ] }, { "productId": "bitbucket", "storyId": "agentic-autonomous-automation", "verdict": "partial", "quality": 5, "confidence": "low", "rationale": "Bitbucket documents AI-triggered pipeline automations (cleanup, docs updates, release notes, flaky test fixes) that run 'all from your pipeline,' suggesting background autonomous execution, but there is no detail on scheduling, triggers, or true autonomy without human initiation, and no independent/hands-on corroboration. Missing for 10: concrete documentation of trigger conditions/scheduling for autonomous runs, evidence of unattended multi-step agentic execution, and third-party confirmation the feature works as described.", "evidenceIds": [ "bitbucket-docs-4", "bitbucket-docs-8" ] }, { "productId": "bitbucket", "storyId": "agentic-builtin-assistant", "verdict": "partial", "quality": 6, "confidence": "medium", "rationale": "Bitbucket docs mention built-in AI capabilities: an AI code reviewer that reviews changes and suggests fixes, AI-powered pipeline workflows to automate tasks (feature flag cleanup, docs updates, release notes, flaky test fixes), and access to Rovo AI assistant in terminal/IDE. These support delegating tasks to a built-in AI assistant, but the story's depth (e.g., detailed task delegation UX, chat-based commands) isn't well documented and there is no independent/hands-on corroboration of these AI features actually working. Missing for 10: independent verification of AI assistant behavior, deeper documentation of delegation workflow, and community evidence confirming real-world use.", "evidenceIds": [ "bitbucket-docs-3", "bitbucket-docs-4", "bitbucket-docs-5" ] }, { "productId": "bitbucket", "storyId": "agentic-headless", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "Bitbucket ships a native CI/CD system (Pipelines) that runs headlessly with hosted or private runners and 'no infrastructure needed,' and explicitly supports triggering AI-powered automated workflows (cleanup, docs, release notes, flaky-test fixes) from the pipeline. This directly satisfies running the product headlessly/in CI for automation. missing for 10: independent/hands-on corroboration of Pipelines reliability and any CLI-level headless invocation outside the pipeline UI.", "evidenceIds": [ "bitbucket-docs-8", "bitbucket-docs-10", "bitbucket-docs-4" ] }, { "productId": "bitbucket", "storyId": "agentic-mcp-client", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "The only MCP-related evidence found is Atlassian's own MCP server (bitbucket-probe-4), meaning Bitbucket exposes tools via MCP rather than allowing users to plug external MCP servers into Bitbucket so it can use their tools. No evidence shows Bitbucket/Rovo acting as an MCP client that can consume third-party MCP servers.", "evidenceIds": [ "bitbucket-probe-4", "bitbucket-docs-5" ] }, { "productId": "bitbucket", "storyId": "agentic-mcp-server", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "There is direct evidence of an official Atlassian MCP server repository (atlassian-mcp-server), which covers Bitbucket as part of the Atlassian suite, enabling agents to connect via MCP. However, the evidence pack lacks detailed documentation on Bitbucket-specific MCP setup, tool scope, or independent hands-on confirmation. Missing for 10: first-party Bitbucket docs describing MCP server usage, independent verification of the server's functionality with Bitbucket specifically.", "evidenceIds": [ "bitbucket-probe-4" ] }, { "productId": "bitbucket", "storyId": "agentic-nl-commands", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "Evidence shows AI code review, AI-triggered pipeline workflows, and Rovo access in terminal/IDE, but nothing indicates Bitbucket itself can be operated via natural-language commands (e.g., chat-based repo management, NL-driven PR/merge actions). Missing for 10: any documentation of natural-language command interface, conversational control of Bitbucket actions, or hands-on evidence of NL-driven operation.", "evidenceIds": [ "bitbucket-docs-3", "bitbucket-docs-4", "bitbucket-docs-5" ] }, { "productId": "bitbucket", "storyId": "agentic-official-cli", "verdict": "partial", "quality": 4, "confidence": "low", "rationale": "Docs mention Rovo being accessible 'in your terminal or in your IDE,' implying some CLI-based AI access, but there's no dedicated documentation of an official Bitbucket CLI tool, its command set, or installation/usage details. missing for 10: dedicated official CLI product docs, command reference, installation instructions, independent corroboration of CLI usage.", "evidenceIds": [ "bitbucket-docs-5" ] }, { "productId": "bitbucket", "storyId": "agentic-public-api", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack contains no documentation or reference to a public Bitbucket REST/GraphQL API; the only related probes (llms.txt, docs.md, OpenAPI spec) all returned 404s, and no other citation mentions an API for programmatic control. While a documented API is a plausible axis for an SCM/CI platform, this pack provides no confirming evidence.", "evidenceIds": [ "bitbucket-probe-1", "bitbucket-probe-2", "bitbucket-probe-3" ] }, { "productId": "bitbucket", "storyId": "agentic-scoped-keys", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "Evidence shows only general workspace/repo/branch permission controls (bitbucket-docs-9) but nothing about issuing scoped or least-privilege API credentials/tokens specifically for an AI agent, such as app passwords or API token scopes tied to agent use cases.", "evidenceIds": [ "bitbucket-docs-9" ] }, { "productId": "bitbucket", "storyId": "agentic-sdks", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack contains no mention of official SDKs for building against Bitbucket/Atlassian APIs, and the probes explicitly show 404s for openapi/API-schema and machine-readable docs endpoints, indicating no discoverable SDK or API spec was found. Only an MCP server is documented, which addresses a different story, not SDK access.", "evidenceIds": [ "bitbucket-probe-1", "bitbucket-probe-2", "bitbucket-probe-3" ] }, { "productId": "bitbucket", "storyId": "agentic-webhooks", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "The evidence pack contains no mention of webhooks or event subscription APIs for Bitbucket; docs cover Jira integration, AI code review, CI/CD, security, and permissions but not webhook support, which is a well-known Bitbucket capability but unevidenced here.", "evidenceIds": [] }, { "productId": "bitbucket", "storyId": "ai-autofix-vulnerabilities", "verdict": "partial", "quality": 4, "confidence": "low", "rationale": "Bitbucket integrates Snyk for automatic security scanning and has an AI code reviewer that 'suggests fixes' for code changes, plus AI-powered pipeline workflows that can automate fixes for some issues, but there is no evidence of AI automatically generating and applying patches specifically for detected security vulnerabilities. Missing for 10: explicit documentation of AI auto-remediation tied to Snyk/security scan findings, evidence of automatic PR creation/application of security fixes, and independent confirmation this works hands-on.", "evidenceIds": [ "bitbucket-docs-3", "bitbucket-docs-4", "bitbucket-docs-12" ] }, { "productId": "bitbucket", "storyId": "ai-code-review-suggestions", "verdict": "partial", "quality": 6, "confidence": "low", "rationale": "Bitbucket's own docs explicitly claim an AI code reviewer that reviews changes and suggests fixes (bitbucket-docs-3), directly matching the story, and code review features are documented alongside it (bitbucket-docs-11). However, there is no independent/hands-on evidence corroborating this AI reviewer's real-world behavior or quality, and no detail on how suggestions are surfaced during PR review. missing for 10: independent/hands-on verification of the AI reviewer's accuracy and workflow, detailed documentation of the suggestion/fix mechanism.", "evidenceIds": [ "bitbucket-docs-3", "bitbucket-docs-11" ] }, { "productId": "bitbucket", "storyId": "ai-first-pass-review-assignment", "verdict": "partial", "quality": 5, "confidence": "low", "rationale": "Bitbucket docs claim an AI code reviewer that reviews all code changes and suggests fixes to speed merges, which addresses the core idea of AI-driven review turnaround, but there is no evidence describing an explicit 'assign as reviewer on a PR' workflow, configurability, or independent/hands-on confirmation of this feature working. missing for 10: evidence of assigning AI as a designated PR reviewer, setup/configuration details, and independent corroboration of real-world use.", "evidenceIds": [ "bitbucket-docs-3", "bitbucket-docs-11" ] }, { "productId": "bitbucket", "storyId": "api-interactive-docs", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "No evidence of an interactive API reference or runnable examples; probes for OpenAPI/docs-md/llms.txt all returned 404s, indicating no such interactive reference is exposed.", "evidenceIds": [ "bitbucket-probe-1", "bitbucket-probe-2", "bitbucket-probe-3" ] }, { "productId": "bitbucket", "storyId": "api-machine-spec", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "Probes explicitly show no OpenAPI/swagger spec found at Bitbucket's/Atlassian's support domain, and no docs evidence mentions a downloadable machine-readable API spec.", "evidenceIds": [ "bitbucket-probe-3", "bitbucket-probe-1", "bitbucket-probe-2" ] }, { "productId": "bitbucket", "storyId": "api-sandbox", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence describes a sandbox/staging environment or test-data isolation feature for AI-native testing in Bitbucket; evidence covers CI/CD, code review, permissions, and unrelated community complaints. Missing for 10: any mention of sandbox environments, ephemeral test environments, or production-data isolation for AI workflows.", "evidenceIds": [] }, { "productId": "bitbucket", "storyId": "api-versioning-policy", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence of a versioned API or documented deprecation policy; probes for OpenAPI/docs endpoints returned 404s and no mention of API versioning or deprecation exists in the evidence pack.", "evidenceIds": [ "bitbucket-probe-2", "bitbucket-probe-3" ] }, { "productId": "bitbucket", "storyId": "automated-deployments", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "Bitbucket Pipelines is documented as a built-in CI/CD tool for automated workflows, with deployment environments, permissions, and centralized visibility across pipeline/deployment status, supporting deployment automation as part of CI/CD. Missing for 10: hands-on/independent evidence of deployment pipeline execution, detailed deployment-specific docs (e.g., deployment triggers, rollback), and no community corroboration of deployment automation specifically.", "evidenceIds": [ "bitbucket-docs-8", "bitbucket-docs-9", "bitbucket-docs-10", "bitbucket-docs-6" ] }, { "productId": "bitbucket", "storyId": "automation-bulk-operations", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence describes bulk operations across many items (e.g., batch PR merges, bulk repo/branch management, mass API operations) for AI-native or automated workflows; docs focus on single-PR review, CI/CD pipelines, and policy enforcement rather than bulk/batch actions.", "evidenceIds": [] }, { "productId": "bitbucket", "storyId": "automation-rules-engine", "verdict": "partial", "quality": 6, "confidence": "medium", "rationale": "Bitbucket supports event-driven automation via Pipelines (triggered on push/PR/tag events), merge checks/branch policies, and Jira issue auto-updates on commit events, which cover core event→action rule triggering. However there's no dedicated declarative 'rules engine' (like Jira Automation) for defining custom conditional triggers beyond CI/CD pipeline YAML and merge-check policies. Missing for 10: a first-class no-code rules/automation builder for arbitrary event-condition-action logic, and independent hands-on validation of rule reliability.", "evidenceIds": [ "bitbucket-docs-1", "bitbucket-docs-4", "bitbucket-docs-7", "bitbucket-docs-8", "bitbucket-docs-10" ] }, { "productId": "bitbucket", "storyId": "automation-scheduled-jobs", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "The evidence describes CI/CD pipelines, AI-triggered workflows, and merge automation, but no citation mentions scheduling recurring jobs or cron-like automation. Missing for 10: any mention of scheduled/recurring pipeline triggers, cron syntax, or automated recurring task execution.", "evidenceIds": [ "bitbucket-docs-4", "bitbucket-docs-8", "bitbucket-docs-10" ] }, { "productId": "bitbucket", "storyId": "automation-versioned-workflows", "verdict": "partial", "quality": 4, "confidence": "low", "rationale": "Bitbucket Pipelines configs live in the same git repo, so pull-request review (docs-7, docs-11) and change-management enforcement (docs-6) apply to pipeline/automation changes, and AI-powered pipeline workflows are documented (docs-4, docs-8, docs-10). However, no evidence explicitly confirms automation-specific versioning history, dedicated review flows for automation scripts, or a rollback mechanism for automations. Missing for 10: explicit documentation of automation version history/diffing, dedicated review workflow for automation changes, and an explicit rollback/undo feature for pipeline or Rovo-triggered automations.", "evidenceIds": [ "bitbucket-docs-4", "bitbucket-docs-6", "bitbucket-docs-7", "bitbucket-docs-8", "bitbucket-docs-10" ] }, { "productId": "bitbucket", "storyId": "branch-level-permissions", "verdict": "full", "quality": 8, "confidence": "medium", "rationale": "First-party docs explicitly state control over permissions at workspace, project, repo, and granular branch/environment/package levels (bitbucket-docs-9), directly matching the story, and is reinforced by broader policy/compliance enforcement claims (bitbucket-docs-6, bitbucket-docs-7). Missing for 10: independent hands-on corroboration of granular branch-level permission enforcement, and one community note (bitbucket-comm-19) suggests admins lack full control over repo visibility, indicating some gaps in enterprise-wide permission enforcement.", "evidenceIds": [ "bitbucket-docs-9", "bitbucket-docs-6", "bitbucket-docs-7", "bitbucket-comm-19" ] }, { "productId": "bitbucket", "storyId": "change-approval-workflow", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "Bitbucket docs explicitly describe merge checks, branch permissions, CI/CD policy enforcement, and an explicit 'automated change approval process' integration with Jira Service Management mapping incidents to deployments, directly matching the governance story. Missing for 10: independent/hands-on verification of approval gating in practice and more detail on multi-stage production approval workflows beyond marketing copy.", "evidenceIds": [ "bitbucket-docs-6", "bitbucket-docs-7", "bitbucket-docs-9", "bitbucket-docs-13" ] }, { "productId": "bitbucket", "storyId": "chat-tool-notifications", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence pack item mentions Slack/Teams/chat notification integrations or activity syncing with chat tools; all docs focus on Jira, CI/CD, security scanning, and AI features. Missing for 10: any mention of Slack/Teams integration, chat notification setup, or activity feed syncing to chat tools.", "evidenceIds": [] }, { "productId": "bitbucket", "storyId": "cloud-dev-environments", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "No evidence of a cloud dev environment / instant workspace feature (like Codespaces or Gitpod) in Bitbucket's evidence pack; the docs focus on CI/CD pipelines, code review, and Jira integration but never mention a ready-to-code cloud IDE or ephemeral dev environment launch.", "evidenceIds": [] }, { "productId": "bitbucket", "storyId": "code-search", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "No vendor documentation in the evidence pack describes a code/commit search feature, and community reports explicitly state Bitbucket lacks a search feature ('there isn't even a search feature, let alone browse capability' and 'no search feature by language'), so there is no evidence the story is delivered.", "evidenceIds": [ "bitbucket-comm-9", "bitbucket-comm-14" ] }, { "productId": "bitbucket", "storyId": "create-manage-repositories", "verdict": "full", "quality": 6, "confidence": "medium", "rationale": "Bitbucket is fundamentally a Git hosting platform, and community evidence confirms core repo hosting and commit-history browsing (praised commits view with graph, per-repo deploy keys, Mercurial repo hosting) even though some users criticize the web browsing UX and lack of a project explore/search feature. Missing for 10: first-party docs explicitly describing repo creation/management workflow, and resolution of complaints about slow/painful source browsing and missing cross-project browse/search.", "evidenceIds": [ "bitbucket-comm-7", "bitbucket-comm-1", "bitbucket-comm-9", "bitbucket-comm-14", "bitbucket-comm-16", "bitbucket-comm-18" ] }, { "productId": "bitbucket", "storyId": "cross-platform-self-hosting", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "Evidence confirms a self-hosted Bitbucket Data Center product exists (migration tooling, DC license trials) but contains no documentation of supported operating systems, CPU architectures, or containerized/Docker deployment options.", "evidenceIds": [ "bitbucket-docs-15", "bitbucket-docs-16" ] }, { "productId": "bitbucket", "storyId": "dependency-update-automation", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "Evidence only shows Bitbucket offers security scanning via a Snyk integration (bitbucket-docs-12), but there is no mention of automatically generated pull requests to update vulnerable dependencies (a Dependabot-like feature). Missing for full credit: any documentation of automated dependency-update PR creation, PR scheduling/frequency settings, or dependency graph triggers.", "evidenceIds": [ "bitbucket-docs-12" ] }, { "productId": "bitbucket", "storyId": "deployment-incident-mapping", "verdict": "full", "quality": 8, "confidence": "medium", "rationale": "Bitbucket docs explicitly state that incidents can be mapped to deployments and automated change approval processes enabled via integration with Jira Service Management, directly matching the story, and this is reinforced by merge checks/CI-CD policy enforcement features. Missing for 10: independent/hands-on verification of the incident-deployment mapping workflow beyond vendor docs.", "evidenceIds": [ "bitbucket-docs-13", "bitbucket-docs-6", "bitbucket-docs-7" ] }, { "productId": "bitbucket", "storyId": "external-ci-cd-integration", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "Bitbucket docs explicitly state you can use built-in Pipelines 'or connect Bitbucket Cloud to on-prem CI/CD tools like Bamboo or Jenkins,' directly confirming external CI/CD integration as an alternative to native pipelines. Missing for 10: independent/hands-on corroboration of setting up Jenkins/Bamboo integration and broader detail on other third-party CI/CD tool support beyond Bamboo/Jenkins.", "evidenceIds": [ "bitbucket-docs-10" ] }, { "productId": "bitbucket", "storyId": "flexible-licensing-commitment", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "No evidence in the pack addresses annual commitment pricing, unified spend pools, or flexible allocation across seat- and usage-based licensing; only per-user pricing anecdotes and product feature docs are present.", "evidenceIds": [] }, { "productId": "bitbucket", "storyId": "git-learning-resources", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence pack items reference built-in Git tutorials, guides, or learning resources for the Git version control system itself; the docs focus on Jira integration, CI/CD, AI review, permissions, and security, not educational content about learning Git.", "evidenceIds": [] }, { "productId": "bitbucket", "storyId": "hosted-ci-runners", "verdict": "full", "quality": 8, "confidence": "medium", "rationale": "Docs explicitly state Bitbucket Pipelines provides hosted runners so teams can run CI/CD workflows 'no infrastructure needed', with centralized visibility across pipelines, and also offers private runners as an alternative. Missing for 10: independent/hands-on corroboration of hosted-runner reliability or scale, and no detail on hosted runner resource limits/pricing.", "evidenceIds": [ "bitbucket-docs-8", "bitbucket-docs-10" ] }, { "productId": "bitbucket", "storyId": "inline-code-review", "verdict": "partial", "quality": 6, "confidence": "medium", "rationale": "Bitbucket's docs claim comprehensive PR code review features including reviewing diffs and commenting from the PR screen (bitbucket-docs-11), which implies inline review comments are supported, but no evidence explicitly confirms responding/threading on inline comments, and community feedback focuses on unrelated UI/browsing complaints rather than confirming this specific workflow. missing for 10: explicit documentation or hands-on evidence of inline comment threads/replies, independent corroboration of the review-comment workflow.", "evidenceIds": [ "bitbucket-docs-11" ] }, { "productId": "bitbucket", "storyId": "integrated-security-scanning", "verdict": "partial", "quality": 4, "confidence": "medium", "rationale": "Bitbucket documents an out-of-the-box Snyk integration for automatic security scans and mentions viewing third-party code reports in PRs, but this is a single third-party integration rather than a native unified platform combining static analysis, dependency, secret, and dynamic scanning. Missing for 10: native SAST/secret/DAST scanning tools, evidence of a single consolidated security dashboard, and independent confirmation the integration covers all four scan types.", "evidenceIds": [ "bitbucket-docs-12", "bitbucket-docs-11" ] }, { "productId": "bitbucket", "storyId": "ip-allowlisting", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "Bitbucket docs explicitly state IP allowlisting is a security feature to restrict code access to authorized users, directly matching the story. Missing for 10: detailed documentation on granularity (per-repo vs workspace-wide IP ranges), independent/hands-on confirmation, and enterprise-tier limitations.", "evidenceIds": [ "bitbucket-docs-14" ] }, { "productId": "bitbucket", "storyId": "issue-tracking-with-dependencies", "verdict": "partial", "quality": 4, "confidence": "low", "rationale": "Bitbucket docs mention Jira issue integration (auto status updates on commit, built-in Jira UI in Bitbucket, opening Jira tickets from PRs) which covers basic issue tracking, but this relies entirely on a separate Jira product rather than native Bitbucket issue features, and there is no mention of milestones, time tracking, or dependency tracking anywhere in the evidence. missing for 10: native milestone support, time tracking, dependency linking, and evidence these work without requiring a separate Jira subscription.", "evidenceIds": [ "bitbucket-docs-1", "bitbucket-docs-2", "bitbucket-docs-11" ] }, { "productId": "bitbucket", "storyId": "jira-in-app-management", "verdict": "full", "quality": 8, "confidence": "medium", "rationale": "Bitbucket docs claim a built-in Jira UI for managing Jira issues directly within Bitbucket, plus opening Jira tickets from the PR screen and automatic status updates via commit issue keys, directly supporting external issue tracker management in the code hosting UI. Missing for 10: independent/hands-on corroboration of this specific Jira UI feature and detail on its scope/limitations.", "evidenceIds": [ "bitbucket-docs-2", "bitbucket-docs-1", "bitbucket-docs-11" ] }, { "productId": "bitbucket", "storyId": "jira-issue-status-sync", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "Bitbucket docs directly state that including a Jira issue key in commits automatically updates the linked Jira issue's status, and Bitbucket's Jira integration also allows opening/viewing tickets from PR screens. missing for 10: independent/hands-on corroboration of the auto-transition behavior and details on configuration (e.g., required smart commit syntax or workflow mapping).", "evidenceIds": [ "bitbucket-docs-1", "bitbucket-docs-11" ] }, { "productId": "bitbucket", "storyId": "large-diff-review", "verdict": "full", "quality": 8, "confidence": "medium", "rationale": "Bitbucket docs explicitly state the product lets developers 'Review large diffs with ease, view third-party code reports, and open Jira tickets right from the PR screen,' directly matching the story. Missing for 10: independent/hands-on corroboration of this specific feature (community evidence discusses other UI aspects but not this capability).", "evidenceIds": [ "bitbucket-docs-11" ] }, { "productId": "bitbucket", "storyId": "large-scale-reference-architecture", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence of Bitbucket Data Center reference architectures, scaling benchmarks, or documentation for supporting tens of thousands of users; evidence only covers Cloud migration and generic feature descriptions.", "evidenceIds": [] }, { "productId": "bitbucket", "storyId": "marketplace-apps-actions", "verdict": "partial", "quality": 5, "confidence": "low", "rationale": "Evidence shows some third-party/AI extensibility — Snyk security scanning integration, ability to connect to on-prem CI/CD tools, and Rovo AI model access in terminal/IDE — but there's no explicit mention of an app marketplace, listing of third-party apps, or an ecosystem of installable actions comparable to a dedicated marketplace story. Missing for 10: explicit marketplace/app directory documentation, breadth of third-party app listings, and independent corroboration of marketplace usage.", "evidenceIds": [ "bitbucket-docs-12", "bitbucket-docs-5", "bitbucket-docs-10", "bitbucket-docs-4" ] }, { "productId": "bitbucket", "storyId": "merge-checks-enforcement", "verdict": "full", "quality": 8, "confidence": "medium", "rationale": "Bitbucket docs explicitly state support for 'standardized, customizable merge checks' to enforce code quality, compliance, and CI/CD policies across teams and repos, backed by branch-level permission controls. Missing for 10: independent/hands-on corroboration of merge-check configuration in practice and detail on granularity of check types beyond marketing copy.", "evidenceIds": [ "bitbucket-docs-7", "bitbucket-docs-6", "bitbucket-docs-9" ] }, { "productId": "bitbucket", "storyId": "migration-tooling", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "Bitbucket documents a free migration app to move code and users from Bitbucket Server/Data Center to Cloud, plus a Cloud Premium trial matching Data Center license user count/duration to ease migration. This directly addresses moving from self-hosted to cloud, though evidence is limited to first-party claims with no independent/hands-on corroboration and no mention of migrating from other platforms (e.g., GitHub/GitLab). Missing for 10: independent verification of the migration tool's reliability, and evidence of tooling for migrating from third-party platforms other than Bitbucket Server/Data Center.", "evidenceIds": [ "bitbucket-docs-15", "bitbucket-docs-16" ] }, { "productId": "bitbucket", "storyId": "mobile-task-management", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence describes a Bitbucket mobile app or mobile-optimized interface for managing projects or assigning tasks; docs focus on Jira integration, CI/CD, and code review, none of which mention mobile access.", "evidenceIds": [] }, { "productId": "bitbucket", "storyId": "openness-api-parity", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence describes Bitbucket's REST API coverage or parity with UI features; probes show missing OpenAPI/docs endpoints, and no documentation claims full API-UI parity.", "evidenceIds": [ "bitbucket-probe-1", "bitbucket-probe-2", "bitbucket-probe-3" ] }, { "productId": "bitbucket", "storyId": "openness-full-export", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence of any data export/portability feature or open-format export capability for Bitbucket repos/issues; probes even show missing docs/API endpoints. Since git repos are inherently portable, this axis is fair for a code-hosting product, but nothing in the evidence pack confirms an explicit export-and-leave capability.", "evidenceIds": [ "bitbucket-probe-1", "bitbucket-probe-2", "bitbucket-probe-3" ] }, { "productId": "bitbucket", "storyId": "openness-open-license", "verdict": "na", "quality": 0, "confidence": "high", "rationale": "Bitbucket is a proprietary closed-source SaaS/on-prem product; there is no evidence its own source code is available under an open license, and this axis is not a fair question for this kind of commercial hosted product's category — it's a category error, not a gap in an applicable capability.", "evidenceIds": [] }, { "productId": "bitbucket", "storyId": "openness-self-host", "verdict": "partial", "quality": 4, "confidence": "low", "rationale": "Evidence indicates Bitbucket Data Center/Server exists as a self-hosted deployment option (docs mention migrating code from 'Bitbucket Server or Data Center' to Cloud and trialing Cloud 'for the same user count as your Bitbucket Data Center license'), confirming self-hosting is possible, but no documentation describes setup, feature parity, or AI-native workflows for the self-hosted version. Missing for 10: dedicated self-host installation docs, feature parity details for Data Center, and any independent/hands-on confirmation of self-hosting the core product.", "evidenceIds": [ "bitbucket-docs-15", "bitbucket-docs-16" ] }, { "productId": "bitbucket", "storyId": "org-wide-ci-visibility", "verdict": "partial", "quality": 6, "confidence": "low", "rationale": "Docs claim centralized visibility into pipeline status, testing policies, and deployment environments across the org via Bitbucket Pipelines (hosted/private runners), with policy enforcement across teams and repos. However, this is vendor-only marketing copy with no independent/hands-on corroboration of an actual cross-org dashboard or reporting UI, and no detail on how granular or org-wide the visibility truly is. Missing for 10: independent verification of the centralized dashboard's usability/completeness, detail on cross-project rollups, and community evidence confirming it works at scale.", "evidenceIds": [ "bitbucket-docs-8", "bitbucket-docs-6", "bitbucket-docs-10" ] }, { "productId": "bitbucket", "storyId": "org-wide-policy-enforcement", "verdict": "partial", "quality": 6, "confidence": "medium", "rationale": "First-party docs directly claim enforcement of coding standards, CI/CD policies, merge checks, and granular permissions across teams/repos (bitbucket-docs-6, -7, -8, -9), which is exactly the story asked for. However, independent community evidence shows a real gap: an admin reported no way to prevent team members from making repositories public in Bitbucket Enterprise Cloud, undercutting the 'control at scale' claim (bitbucket-comm-19). Missing for 10: independent corroboration that merge-check/CI policy enforcement actually works at scale, and resolution of the reported permission-control gap.", "evidenceIds": [ "bitbucket-docs-6", "bitbucket-docs-7", "bitbucket-docs-8", "bitbucket-docs-9", "bitbucket-comm-19" ] }, { "productId": "bitbucket", "storyId": "package-registry-hosting", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "No evidence in the pack mentions a package registry or multi-format package management capability (e.g., npm, Maven, Docker, PyPI) in Bitbucket; docs only reference container image/tag permissions in passing without describing a package publishing feature. Missing for 10: any documentation of a package registry, supported package formats, or publish/consume workflows.", "evidenceIds": [] }, { "productId": "bitbucket", "storyId": "personal-access-tokens", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence pack items mention personal access tokens or app passwords for authentication; only 2FA and IP allowlisting are cited, which do not address PAT generation/management. Missing for 10: any documentation or mention of personal access tokens, app passwords, or token scopes/lifecycle management.", "evidenceIds": [] }, { "productId": "bitbucket", "storyId": "privacy-data-residency", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence pack items mention data residency, region selection, or geographic storage controls for Bitbucket; only generic security features like 2FA, IP allowlisting, and encryption are documented.", "evidenceIds": [] }, { "productId": "bitbucket", "storyId": "privacy-no-training", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence in the pack addresses data usage for AI model training, opt-out controls, or privacy commitments regarding Bitbucket/Rovo AI features; the pack only covers unrelated product features and community UX complaints.", "evidenceIds": [] }, { "productId": "bitbucket", "storyId": "privacy-retention-controls", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence in the pack addresses AI data retention/deletion controls specific to Bitbucket's AI features (Rovo, AI code reviewer); only generic security/permission features are mentioned, none about data retention or deletion policies for AI-processed data.", "evidenceIds": [] }, { "productId": "bitbucket", "storyId": "privacy-telemetry-optout", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence pack item addresses telemetry opt-out or usage-tracking controls for Bitbucket; all docs focus on unrelated CI/CD, AI code review, and permissions features.", "evidenceIds": [] }, { "productId": "bitbucket", "storyId": "project-boards-roadmaps", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence in the pack mentions project boards, roadmaps, backlogs, or task/kanban planning views for Bitbucket itself; only Jira integration for issue status updates is mentioned, which is a separate product. This applicable planning axis has no supporting evidence.", "evidenceIds": [] }, { "productId": "bitbucket", "storyId": "pull-request-workflow", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "Bitbucket docs confirm comprehensive PR/code review features (opening PRs, reviewing diffs, merge checks, opening Jira tickets from PR screen) which directly support the propose/discuss/merge workflow. missing for 10: independent hands-on corroboration of the actual PR discussion/merge UX (community evidence focuses on repo browsing, pricing, and UI gripes rather than PR workflow specifics), and no detail on review comment threading or approval mechanics.", "evidenceIds": [ "bitbucket-docs-11", "bitbucket-docs-7", "bitbucket-docs-6" ] }, { "productId": "bitbucket", "storyId": "reusable-pipeline-actions", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack describes Bitbucket Pipelines, security integrations like Snyk, and connections to on-prem CI tools, but never mentions a marketplace of community-built Pipes/actions or reusable third-party pipeline plugins that developers can drop into their pipelines.", "evidenceIds": [] }, { "productId": "bitbucket", "storyId": "secret-leak-detection", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence only mentions generic security scanning via Snyk integration and general permission/2FA controls, with no specific mention of secret detection, leaked credential scanning, or organization-wide remediation workflows. Missing for 10: any documentation of secret-scanning capability, push-protection, or remediation workflow for leaked credentials.", "evidenceIds": [ "bitbucket-docs-12", "bitbucket-docs-14" ] }, { "productId": "bitbucket", "storyId": "self-hosted-ci-runners", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "Bitbucket docs explicitly state you can run CI/CD workflows using 'hosted or private runners—or both,' with centralized visibility, directly matching the self-hosted/private runner story, and also supports connecting to on-prem CI/CD tools like Bamboo or Jenkins. Missing for 10: independent/hands-on corroboration of private runner setup or reliability, and detail on runner configuration/scaling.", "evidenceIds": [ "bitbucket-docs-8", "bitbucket-docs-10" ] }, { "productId": "bitbucket", "storyId": "self-hosted-easy-install", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence only mentions migrating from self-managed Bitbucket Server/Data Center to Cloud and trial licensing (bitbucket-docs-15, bitbucket-docs-16), but provides no documentation of an actual self-managed installation process, ease of setup, or reduced configuration effort. No evidence describes install steps, deployment tooling, or admin experience for a self-hosted instance.", "evidenceIds": [ "bitbucket-docs-15", "bitbucket-docs-16" ] }, { "productId": "bitbucket", "storyId": "ssh-key-management", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack contains no first-party documentation describing SSH key setup or authentication for Bitbucket; the only relevant reference is a community complaint (bitbucket-comm-4) describing repeated authentication failures despite adding an SSH key, which does not establish that the feature works as expected. Without any vendor documentation or successful hands-on confirmation, there is no evidence the capability is delivered.", "evidenceIds": [ "bitbucket-comm-4" ] }, { "productId": "bitbucket", "storyId": "third-party-security-tool-integration", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "Docs explicitly confirm running automated security scans via out-of-the-box Snyk integration installed directly from the Security tab, plus support for connecting other providers, matching the story closely. Missing for 10: independent/hands-on corroboration of the Security tab install flow and breadth of third-party scanner ecosystem beyond Snyk.", "evidenceIds": [ "bitbucket-docs-12" ] }, { "productId": "bitbucket", "storyId": "two-factor-authentication", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "Bitbucket docs explicitly state '2FA and IP allowlisting keep your code accessible only by authorized users,' confirming native two-factor authentication support for account security. Missing for 10: no independent/hands-on corroboration of the 2FA setup flow or details on supported methods (e.g., TOTP, SMS, hardware keys).", "evidenceIds": [ "bitbucket-docs-14" ] }, { "productId": "bitbucket", "storyId": "yaml-pipeline-authoring", "verdict": "partial", "quality": 6, "confidence": "medium", "rationale": "Bitbucket Pipelines is documented as the built-in CI/CD tool supporting hosted/private runners and centralized pipeline visibility, which aligns with a pipelines-as-code model, but the evidence never explicitly states the YAML file syntax (e.g., bitbucket-pipelines.yml) developers use to define pipelines. Missing for 10: explicit mention of YAML config file/syntax, example pipeline definitions, and independent hands-on confirmation of the YAML authoring experience.", "evidenceIds": [ "bitbucket-docs-10", "bitbucket-docs-8", "bitbucket-docs-6" ] }, { "productId": "gitea", "storyId": "agentic-agent-docs", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "The probe explicitly shows llms.txt returns 404 at docs.gitea.com, and no other evidence indicates agent-oriented documentation exists elsewhere; the OpenAPI probe also failed, further indicating no machine-readable/agent-friendly docs endpoint.", "evidenceIds": [ "gitea-probe-1", "gitea-probe-2" ] }, { "productId": "gitea", "storyId": "agentic-ai-insights", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "No evidence of any AI-generated insights, summaries, or suggestions surfaced from Gitea's own data (e.g., code review AI, issue analysis, PR summarization). The MCP server exposes Gitea data to external agents but doesn't itself generate insights, and no other AI-native features are documented.", "evidenceIds": [] }, { "productId": "gitea", "storyId": "agentic-autonomous-automation", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "Gitea Actions (gitea-docs-2) provides CI/CD workflows that run autonomously in response to events/schedules, and webhooks/API (gitea-docs-4) allow further custom automations, both of which enable background automations without manual triggering. missing for 10: independent/hands-on corroboration of Actions running reliably at scale, and AI-specific orchestration examples.", "evidenceIds": [ "gitea-docs-2", "gitea-docs-4" ] }, { "productId": "gitea", "storyId": "agentic-builtin-assistant", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "No evidence of a built-in AI assistant in Gitea; the product offers an MCP server for external agents to connect to, but that is not a native AI assistant feature delegable by an end user within the product itself.", "evidenceIds": [] }, { "productId": "gitea", "storyId": "agentic-headless", "verdict": "full", "quality": 8, "confidence": "medium", "rationale": "Gitea deploys as a single binary or container with no complex dependencies, runs on Linux/Windows/macOS/Kubernetes, and exposes a full REST API, webhooks, and an official CLI ('tea') for scripting — all enabling headless/CI automation. Community evidence corroborates smooth Docker-based headless deployments on small VPS/servers. Missing for 10: an explicit first-party guide on running Gitea itself as an ephemeral CI service/container, and independent hands-on proof of automated CI orchestration beyond deployment reports.", "evidenceIds": [ "gitea-docs-9", "gitea-docs-10", "gitea-docs-4", "gitea-docs-2", "gitea-probe-4", "gitea-comm-6", "gitea-comm-7" ] }, { "productId": "gitea", "storyId": "agentic-mcp-client", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The story asks whether Gitea itself can consume external MCP servers' tools (client-side), but the only MCP-related evidence shows Gitea publishing its own MCP server (gitea-mcp) for others to call into Gitea, not Gitea invoking outside MCP tools. No evidence of Gitea acting as an MCP client or integrating third-party MCP servers into its workflows.", "evidenceIds": [ "gitea-probe-3" ] }, { "productId": "gitea", "storyId": "agentic-mcp-server", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "There is direct evidence of an official Gitea MCP server repository (gitea/gitea-mcp) that would let AI agents connect to Gitea, and Gitea is not itself an agent product so the axis applies. Missing for 10: detailed docs on setup/configuration, independent hands-on validation, and tool/capability list exposed via MCP.", "evidenceIds": [ "gitea-probe-3" ] }, { "productId": "gitea", "storyId": "agentic-nl-commands", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "No evidence Gitea itself exposes natural-language command interfaces; the CLI (tea) and API/webhooks are structured, not NL-based, and llms.txt/openapi probes returned 404s. Presence of an MCP server implies external agents could translate NL into API calls, but that is a separate integration axis, not Gitea natively supporting NL commands.", "evidenceIds": [ "gitea-probe-1", "gitea-probe-2", "gitea-probe-3", "gitea-probe-4" ] }, { "productId": "gitea", "storyId": "agentic-official-cli", "verdict": "partial", "quality": 5, "confidence": "low", "rationale": "Gitea has an official CLI ('tea') documented, but the evidence pack gives no detail on AI-native features (scripting for agents, structured output, automation-friendly design) — it's just a generic CLI reference. missing for 10: documentation of AI-native/agentic use cases for the CLI, details on output formats or automation support, independent corroboration of CLI capabilities.", "evidenceIds": [ "gitea-probe-4" ] }, { "productId": "gitea", "storyId": "agentic-public-api", "verdict": "partial", "quality": 6, "confidence": "medium", "rationale": "Gitea documents a public API and webhooks for building custom workflows, and third-party evidence confirms scriptable behavior (e.g., creating private repos via git push without UI/CLI), plus an official CLI (tea) exists. However, probes found no discoverable OpenAPI spec or llms.txt at the expected docs endpoints, and there's no first-party documentation snippet in the pack showing detailed API reference structure or auth flows. Missing for 10: verifiable OpenAPI/swagger spec discovery, llms.txt or AI-friendly docs, and independent hands-on confirmation of API usage beyond one anecdote.", "evidenceIds": [ "gitea-docs-4", "gitea-comm-10", "gitea-probe-4", "gitea-probe-1", "gitea-probe-2" ] }, { "productId": "gitea", "storyId": "agentic-scoped-keys", "verdict": "partial", "quality": 3, "confidence": "low", "rationale": "Gitea's docs mention general permission management/ACLs and an API for building custom workflows, which implies some capability to control access, but the evidence pack contains no explicit documentation of fine-grained/scoped personal access tokens or least-privilege credential issuance for agent use. Missing for 10: explicit docs on scoped API token creation, granular permission scopes for tokens, and any hands-on confirmation that an agent can be issued a least-privilege credential.", "evidenceIds": [ "gitea-docs-4", "gitea-docs-7" ] }, { "productId": "gitea", "storyId": "agentic-sdks", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "Gitea documents a general REST API and webhooks (gitea-docs-4) but no evidence of official client SDKs/libraries; OpenAPI/spec probes returned 404 (gitea-probe-2) and no llms.txt exists (gitea-probe-1). CLI (tea) and an MCP server exist but these are not SDKs for building integrations.", "evidenceIds": [ "gitea-docs-4", "gitea-probe-1", "gitea-probe-2" ] }, { "productId": "gitea", "storyId": "agentic-webhooks", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "Gitea's docs explicitly mention webhooks as a way to extend functionality and create custom workflows, and Gitea is well-known for repo/issue/PR event webhooks, which is a mainstream Gitea feature referenced in official docs. missing for 10: detailed documentation of specific webhook event types/payloads, independent hands-on confirmation of webhook reliability, and any AI-specific integration examples.", "evidenceIds": [ "gitea-docs-4" ] }, { "productId": "gitea", "storyId": "ai-autofix-vulnerabilities", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "No evidence of any AI-driven vulnerability detection or automated fix generation/application in Gitea; it offers permission management and ACLs but no security scanning or AI remediation features are documented.", "evidenceIds": [ "gitea-docs-7" ] }, { "productId": "gitea", "storyId": "ai-code-review-suggestions", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "No evidence of any AI code reviewer or automated fix-suggestion capability; docs mention only human PR review, webhooks, API, and Actions CI, none of which constitute an AI reviewer feature.", "evidenceIds": [] }, { "productId": "gitea", "storyId": "ai-first-pass-review-assignment", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "No evidence Gitea supports assigning AI reviewers or automated AI-based PR review; docs only mention human reviewer workflows (PR/AGit review, comments) and general API/webhook extensibility, with no AI reviewer integration or feature documented.", "evidenceIds": [ "gitea-docs-3", "gitea-docs-4" ] }, { "productId": "gitea", "storyId": "api-interactive-docs", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "While Gitea documents having an API (gitea-docs-4), the evidence pack shows no interactive API reference or runnable examples—probes for OpenAPI/Swagger specs at the docs site returned 404s, and no community or docs evidence mentions a Swagger UI or interactive playground.", "evidenceIds": [ "gitea-docs-4", "gitea-probe-2" ] }, { "productId": "gitea", "storyId": "api-machine-spec", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "Gitea's docs mention a generic 'API' for extending functionality (gitea-docs-4), but there is no evidence of a downloadable OpenAPI/Swagger spec; direct probes for openapi.json/swagger.json/llms.txt at the docs site all returned 404 (gitea-probe-1, gitea-probe-2). No first-party or community evidence confirms a machine-readable API spec is published.", "evidenceIds": [ "gitea-docs-4", "gitea-probe-1", "gitea-probe-2" ] }, { "productId": "gitea", "storyId": "api-sandbox", "verdict": "na", "quality": 0, "confidence": "high", "rationale": "Gitea is a self-hosted git hosting/CI platform, not an AI agent testing tool; the concept of a 'sandbox environment vs production data' for AI-native testing is not a fit axis for this product category. Users could self-host separate instances, but no evidence frames this as a sandbox testing feature.", "evidenceIds": [] }, { "productId": "gitea", "storyId": "api-versioning-policy", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "Evidence only shows generic API/webhook extensibility (gitea-docs-4) with no mention of API versioning scheme or a documented deprecation policy; probes for OpenAPI/llms.txt spec both 404 (gitea-probe-1, gitea-probe-2). A community report even describes a breaking change (1.17.0 reserved usernames) with maintainers dismissing concerns, further indicating no formalized deprecation process (gitea-comm-17).", "evidenceIds": [ "gitea-docs-4", "gitea-probe-1", "gitea-probe-2", "gitea-comm-17" ] }, { "productId": "gitea", "storyId": "automated-deployments", "verdict": "partial", "quality": 7, "confidence": "medium", "rationale": "Gitea Actions provides GitHub Actions-compatible YAML workflows and reuses the Actions ecosystem, which supports building deployment pipelines, and its API/webhooks allow custom deployment automation. However, evidence lacks specifics on deployment-oriented features like environments, secrets management, or runner scaling, and community evidence mostly shows pairing Gitea with an external CI tool (Drone) rather than using Actions itself for deployment. Missing for 10: concrete deployment pipeline examples, environment/secrets support details, independent corroboration of Actions-based deployment success.", "evidenceIds": [ "gitea-docs-2", "gitea-docs-4", "gitea-comm-8" ] }, { "productId": "gitea", "storyId": "automation-bulk-operations", "verdict": "partial", "quality": 4, "confidence": "low", "rationale": "Gitea exposes a REST API and webhooks (gitea-docs-4) and an official CLI 'tea' (gitea-probe-4) that could be scripted for bulk operations, but there is no direct evidence of built-in bulk-action features (e.g., multi-item issue/PR batch edits, bulk merges) or documentation describing bulk workflows for AI-native automation. missing for 10: explicit documentation or examples of bulk/batch operations across many items, evidence of API rate limits or batch endpoints suited for large-scale automation, and independent confirmation that CLI/API supports bulk operations at scale.", "evidenceIds": [ "gitea-docs-4", "gitea-probe-4" ] }, { "productId": "gitea", "storyId": "automation-rules-engine", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "Gitea Actions provides GitHub Actions-compatible YAML workflows that trigger automatically on repo events (push, PR, etc.), and webhooks/API allow custom automation rules to fire on additional events. This directly satisfies 'rules that trigger actions automatically on events.' Missing for 10: independent/hands-on corroboration of Actions triggers in practice, and any AI-native-specific tooling or examples (e.g., AI agent hooked to webhook events) beyond generic docs.", "evidenceIds": [ "gitea-docs-2", "gitea-docs-4" ] }, { "productId": "gitea", "storyId": "automation-scheduled-jobs", "verdict": "partial", "quality": 4, "confidence": "low", "rationale": "Gitea Actions is described as YAML-based and 'compatible with GitHub Actions,' which implies support for scheduled/cron workflow triggers since that's a core GitHub Actions feature, but no citation explicitly confirms a 'schedule' event trigger or documents recurring job scheduling. missing for 10: explicit documentation of cron/schedule triggers in Gitea Actions, hands-on confirmation from users running recurring workflows, and details on any limitations vs GitHub Actions' scheduling.", "evidenceIds": [ "gitea-docs-2" ] }, { "productId": "gitea", "storyId": "automation-versioned-workflows", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "Gitea Actions workflows are YAML files stored in-repo, so they inherit full git history, branch/PR review, and revert capability like any other code (gitea-docs-1, gitea-docs-2, gitea-docs-3). This gives version control, review via pull requests, and rollback via git history for automation definitions, though Gitea provides no automation-specific rollback UI or workflow-run diffing beyond generic git tooling. Missing for 10: dedicated workflow versioning/rollback UI (e.g. one-click revert of a workflow run), independent hands-on confirmation of rolling back Actions specifically, and clarity on whether workflow run history itself (not just definitions) is preserved/reversible.", "evidenceIds": [ "gitea-docs-1", "gitea-docs-2", "gitea-docs-3" ] }, { "productId": "gitea", "storyId": "branch-level-permissions", "verdict": "partial", "quality": 5, "confidence": "low", "rationale": "Gitea docs mention repository/collaborator management, user permission management, and access control lists, implying repo- and branch-level access control is possible, but there's no explicit documentation of workspace/project-level granular permission hierarchies or branch protection rules in the evidence pack. missing for 10: explicit docs on organization/team permission scoping, branch protection rule configuration, and any independent verification of granular access control working as described.", "evidenceIds": [ "gitea-docs-7", "gitea-docs-1" ] }, { "productId": "gitea", "storyId": "change-approval-workflow", "verdict": "partial", "quality": 5, "confidence": "medium", "rationale": "Gitea's docs confirm a pull-request based code review workflow with reviewer comments and Actions-based CI/CD that could gate merges, giving the building blocks for an approval gate, but the evidence pack never documents branch-protection rules requiring N approvals or status checks before merge, which is the core mechanism for enforced pre-production approval. missing for 10: explicit branch-protection/required-reviewer-approval documentation, evidence of blocking merge until CI passes, independent confirmation the workflow is enforced in practice.", "evidenceIds": [ "gitea-docs-3", "gitea-docs-2", "gitea-docs-7" ] }, { "productId": "gitea", "storyId": "chat-tool-notifications", "verdict": "partial", "quality": 6, "confidence": "medium", "rationale": "Gitea's own marketing explicitly claims syncing with Slack, Discord, MS Teams, Lark via webhooks/integrations, but this is only vendor-stated with no independent/hands-on corroboration of notification sync working in practice. missing for 10: hands-on/community verification of chat notification sync, details on which events sync (issues, PRs, activity) and any setup limitations.", "evidenceIds": [ "gitea-docs-8", "gitea-docs-4" ] }, { "productId": "gitea", "storyId": "cloud-dev-environments", "verdict": "na", "quality": 0, "confidence": "high", "rationale": "Gitea is a self-hosted git server/CI-CD platform, not a cloud IDE or dev-environment provisioning product; there is no evidence of one-click cloud dev environments (e.g., Codespaces-like feature), and this axis is a category error for its product type.", "evidenceIds": [] }, { "productId": "gitea", "storyId": "code-search", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack covers repo creation, commit browsing, code review, packages, issues, and security, but no citation explicitly documents a code/file/commit search feature across repositories. Missing for 10: any documentation or community mention of a search function, its scope (code/file/commit), or its limitations.", "evidenceIds": [] }, { "productId": "gitea", "storyId": "create-manage-repositories", "verdict": "full", "quality": 9, "confidence": "high", "rationale": "Gitea's core purpose is Git repo hosting with commit history browsing, code review, and branch management, confirmed by first-party docs and corroborated by extensive hands-on community use (self-hosting for teams, private repo creation, browsing). One minor gap noted by a hands-on report: browsing commit history/Activity on large repos can be slow due to lack of caching. missing for 10: independent benchmark confirming commit history browsing performance at scale, deeper detail on repo creation workflow.", "evidenceIds": [ "gitea-docs-1", "gitea-docs-3", "gitea-comm-1", "gitea-comm-10", "gitea-comm-12" ] }, { "productId": "gitea", "storyId": "cross-platform-self-hosting", "verdict": "full", "quality": 9, "confidence": "high", "rationale": "Gitea docs explicitly state cross-platform support for Linux, Windows, macOS, FreeBSD, and Kubernetes, plus multiple architectures (x86, arm64), and easy deployment without complex dependencies. Community evidence corroborates real-world Docker deployments and single-binary installs across varied low-resource hardware, confirming this in practice. missing for 10: independent verification of Windows/macOS/FreeBSD production usage beyond docs (community reports focus mostly on Linux/Docker deployments).", "evidenceIds": [ "gitea-docs-9", "gitea-docs-10", "gitea-comm-1", "gitea-comm-6", "gitea-comm-18" ] }, { "productId": "gitea", "storyId": "dependency-update-automation", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "No evidence of a Dependabot-like automated dependency-vulnerability scanning/update feature that opens pull requests; Gitea's evidence covers package registry hosting, CI/CD via Actions, and code review, but nothing about automated dependency vulnerability detection or auto-generated PRs to bump vulnerable dependencies.", "evidenceIds": [] }, { "productId": "gitea", "storyId": "deployment-incident-mapping", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "Evidence shows Gitea's PR/code review workflow and Actions CI/CD, but nothing about mapping incidents to deployments or requiring formal change-approval gates before releases (e.g., no incident tracking integration, no deployment-approval workflow beyond generic branch protection mentions). This capability is a fair ask for a CI/CD platform but is simply unevidenced here.", "evidenceIds": [] }, { "productId": "gitea", "storyId": "external-ci-cd-integration", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "Gitea exposes webhooks and a full API explicitly for building custom workflows/integrations, and real-world users confirm pairing Gitea with external CI systems like Drone for years as an alternative to native Actions. This shows the platform is commonly used with third-party CI/CD tools rather than being locked into its own pipeline system. Missing for 10: dedicated first-party documentation on integrating specific external CI/CD tools (e.g. Jenkins, CircleCI) and more than one independent corroborating source.", "evidenceIds": [ "gitea-docs-4", "gitea-comm-8", "gitea-comm-14" ] }, { "productId": "gitea", "storyId": "flexible-licensing-commitment", "verdict": "na", "quality": 0, "confidence": "high", "rationale": "Gitea is a self-hosted, open-source Git platform with no evidence of a commercial licensing model involving annual commitments or seat/usage-based pricing tiers; this commercial billing/governance axis does not apply to this product category as evidenced.", "evidenceIds": [] }, { "productId": "gitea", "storyId": "git-learning-resources", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "The evidence pack covers Gitea's own feature docs (repos, CI/CD, issues, packages) but contains no mention of built-in tutorials, guides, or learning resources for the Git VCS itself. This is a plausible axis for a git hosting platform, but no evidence shows Gitea provides such educational content.", "evidenceIds": [] }, { "productId": "gitea", "storyId": "hosted-ci-runners", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "Gitea Actions (gitea-docs-2) provides CI/CD workflow support compatible with GitHub Actions syntax, but Gitea is self-hosted software and the evidence never mentions a Gitea-operated hosted runner fleet — users must deploy and manage their own runners as part of self-hosting Gitea. No evidence of a managed/SaaS runner offering exists in this pack.", "evidenceIds": [ "gitea-docs-2" ] }, { "productId": "gitea", "storyId": "inline-code-review", "verdict": "partial", "quality": 6, "confidence": "medium", "rationale": "Gitea docs explicitly confirm PR-based code review with online code browsing and inline review comments/feedback (gitea-docs-3), backed by broader repo/collaboration docs (gitea-docs-1). However, there's no independent/hands-on evidence specifically validating the inline comment reply/thread experience, and community evidence focuses on other aspects (performance, deployment) rather than review UX quality. Missing for 10: independent corroboration of inline comment threading/resolution workflow, detail on review approval states, and hands-on account of the review UI experience.", "evidenceIds": [ "gitea-docs-3", "gitea-docs-1" ] }, { "productId": "gitea", "storyId": "integrated-security-scanning", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "Gitea's evidence covers repo hosting, CI/CD via Actions, code review, packages, and access control, but there is no mention of built-in SAST, dependency/SCA scanning, secret scanning, or DAST features, and community evidence explicitly notes Gitea 'deliberately stays focused on git hosting rather than bundling CI/chat like Gitlab' (gitea-comm-5), implying it does not bundle a security scanning suite like GitLab's.", "evidenceIds": [ "gitea-docs-2", "gitea-docs-7", "gitea-comm-5" ] }, { "productId": "gitea", "storyId": "ip-allowlisting", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "No evidence of IP allow/deny-listing or CIDR-based repository access restriction; docs mention only user permission management and access control lists generically, without any IP-based restriction feature documented or discussed in community threads.", "evidenceIds": [ "gitea-docs-7" ] }, { "productId": "gitea", "storyId": "issue-tracking-with-dependencies", "verdict": "full", "quality": 8, "confidence": "medium", "rationale": "gitea-docs-6 directly confirms issues with milestones, time tracking, due dates, and dependencies for tracking requirements/features/bugs, matching the story closely. Missing for 10: independent hands-on corroboration of these specific project-planning features (community evidence focuses on performance/resource usage, not issue tracking depth).", "evidenceIds": [ "gitea-docs-6" ] }, { "productId": "gitea", "storyId": "jira-in-app-management", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "Evidence covers Gitea's native issue tracker, PR review, webhooks/API, and integrations with chat tools, but there is no mention of any capability to sync, link, or manage external issue trackers (e.g. Jira) within the Gitea UI.", "evidenceIds": [] }, { "productId": "gitea", "storyId": "jira-issue-status-sync", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "The evidence pack confirms Gitea's issue tracking capabilities (branches, tags, milestones, dependencies) but contains no documentation or community report of automatically closing/updating issue status via commit message keywords (e.g., 'fixes #123'), which is the specific capability the story asks about.", "evidenceIds": [] }, { "productId": "gitea", "storyId": "large-diff-review", "verdict": "partial", "quality": 3, "confidence": "low", "rationale": "Gitea's docs confirm online code review with PR/AGit workflows and inline comments (diff review), but there is no evidence of built-in or first-party support for displaying third-party code quality reports (e.g., linting/coverage/security scan annotations) directly in the review screen. Missing for 10: documentation of large-diff handling/optimizations, and any integration surfacing third-party code quality report annotations in the PR diff view.", "evidenceIds": [ "gitea-docs-3", "gitea-docs-1" ] }, { "productId": "gitea", "storyId": "large-scale-reference-architecture", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "No evidence in the pack of official reference architectures, HA/clustering guidance, or documented deployments supporting tens of thousands of users; community reports instead note performance issues at scale (slow Activity tab, wishing for GitHub 'once you scale up') rather than confirming large-scale reference architectures.", "evidenceIds": [ "gitea-comm-12", "gitea-comm-13", "gitea-comm-15" ] }, { "productId": "gitea", "storyId": "marketplace-apps-actions", "verdict": "partial", "quality": 4, "confidence": "low", "rationale": "Gitea supports extensibility via Actions (reusing GitHub Actions-compatible plugins), API/webhooks, and package registries, but there's no evidence of a curated marketplace for third-party apps or AI models specifically. missing for 10: a dedicated marketplace/app store UI, AI model integrations or marketplace, curated third-party app listings, and independent confirmation of ecosystem breadth.", "evidenceIds": [ "gitea-docs-2", "gitea-docs-4", "gitea-docs-5", "gitea-probe-3", "gitea-probe-4" ] }, { "productId": "gitea", "storyId": "merge-checks-enforcement", "verdict": "partial", "quality": 4, "confidence": "low", "rationale": "Gitea's docs show pull-request based code review, CI/CD via Actions, and permission/ACL controls—building blocks for merge gating—but the evidence pack never mentions explicit branch-protection rules, required status checks, or required-approval enforcement that would let a devops-lead standardize and customize merge checks. Missing for 10: explicit branch protection/required status check documentation, evidence of enforceable required reviewers before merge, and independent confirmation these gates actually block merges in practice.", "evidenceIds": [ "gitea-docs-2", "gitea-docs-3", "gitea-docs-7" ] }, { "productId": "gitea", "storyId": "migration-tooling", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack contains no vendor documentation describing dedicated migration tooling (e.g., importing from GitHub/GitLab/Bitbucket, bulk user import) for moving code and users from another platform or to a cloud instance. In fact, community reports directly contradict this capability: one user found migrating existing git repos into Gitea 'surprisingly difficult' [gitea-comm-16], and another cites Gitea's backup/restore mechanism as 'still not being good' and a blocker for migrating from Gogs [gitea-comm-20]. Missing for 10: any first-party migration/import documentation, evidence of successful cross-platform user/data migration, and independent confirmation the process works smoothly.", "evidenceIds": [ "gitea-comm-16", "gitea-comm-20" ] }, { "productId": "gitea", "storyId": "mobile-task-management", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "Evidence confirms Gitea has project/task tracking via issues, columns, assignments, milestones (gitea-docs-6), but there is no evidence of a mobile app, mobile-optimized web UI, or any mobile-specific access path for managing projects or assigning tasks.", "evidenceIds": [ "gitea-docs-6" ] }, { "productId": "gitea", "storyId": "openness-api-parity", "verdict": "partial", "quality": 4, "confidence": "low", "rationale": "Gitea is documented as having a general-purpose API and webhooks for custom workflows (gitea-docs-4), and community evidence shows some UI-equivalent actions (e.g., creating a private repo purely via git push) work outside the UI (gitea-comm-10). However, there is no evidence of a comprehensive, discoverable API spec (openapi/swagger probes 404'd) or explicit documentation confirming parity across all UI features (Actions, Packages, Issues, etc.). Missing for 10: a published OpenAPI/swagger reference, explicit parity claims/documentation, and evidence that CI/CD, package management, and project boards are fully API-accessible.", "evidenceIds": [ "gitea-docs-4", "gitea-comm-10", "gitea-probe-1", "gitea-probe-2" ] }, { "productId": "gitea", "storyId": "openness-full-export", "verdict": "partial", "quality": 4, "confidence": "low", "rationale": "As self-hosted, open-source software, Gitea inherently stores data in open git format and gives full server access, which supports 'exporting and leaving,' and it exposes an API for programmatic extraction (gitea-docs-4). However, there is no explicit documented data-export/portability feature, and community reports specifically flag that Gitea's backup-and-restore mechanism is not good and that importing/migrating repos was surprisingly difficult, undercutting confidence in a clean full data exit. Missing for 10: explicit documented full-instance export tool, verified backup/restore reliability, and independent confirmation of smooth migration away from Gitea.", "evidenceIds": [ "gitea-docs-4", "gitea-comm-20", "gitea-comm-16" ] }, { "productId": "gitea", "storyId": "openness-open-license", "verdict": "partial", "quality": 4, "confidence": "low", "rationale": "Community evidence strongly implies Gitea is an open, publicly forkable codebase (it forked from Gogs, has public GitHub stars, and its internal codebase/architecture is openly critiqued by outsiders), but no evidence pack item explicitly states the license or links to the source repository/license file. missing for 10: explicit license documentation, direct source repo link, first-party confirmation of open-source status.", "evidenceIds": [ "gitea-comm-4", "gitea-comm-11", "gitea-comm-19" ] }, { "productId": "gitea", "storyId": "openness-self-host", "verdict": "full", "quality": 9, "confidence": "high", "rationale": "Gitea is explicitly designed for self-hosting, with docs confirming easy deployment across OS/architectures (Linux, Windows, macOS, FreeBSD, Kubernetes, x86/arm64) without complex dependencies, and this is heavily corroborated by numerous independent hands-on community reports of running Gitea in production (single binary, Docker, low RAM footprint, VPS deployments, migrations from GitLab/Gogs) across small teams and personal projects. Missing for 10: some community reports note documentation gaps, backup/restore weaknesses, and scaling friction that mildly complicate the self-hosting story at larger scale.", "evidenceIds": [ "gitea-docs-9", "gitea-docs-10", "gitea-comm-1", "gitea-comm-6", "gitea-comm-7", "gitea-comm-8", "gitea-comm-14", "gitea-comm-18" ] }, { "productId": "gitea", "storyId": "org-wide-ci-visibility", "verdict": "partial", "quality": 4, "confidence": "low", "rationale": "Gitea Actions provides CI/CD workflow execution compatible with GitHub Actions syntax (gitea-docs-2), which is the prerequisite for any visibility into pipeline runs, and community reports confirm real-world CI usage via Gitea+Drone or Actions (gitea-comm-8). However, the evidence pack contains no mention of an organization-wide dashboard or aggregated view across repos' Actions runs — only per-repo Actions functionality is documented. Missing for 10: evidence of a centralized/org-level CI dashboard, cross-repo run aggregation, notifications rollup, or reporting APIs for workflow status across an organization.", "evidenceIds": [ "gitea-docs-2", "gitea-comm-8" ] }, { "productId": "gitea", "storyId": "org-wide-policy-enforcement", "verdict": "partial", "quality": 6, "confidence": "medium", "rationale": "Gitea provides building blocks for governance—Actions-based CI/CD (gitea-docs-2), permission management and ACLs (gitea-docs-7), and PR-based code review workflows (gitea-docs-3)—plus API/webhooks for custom policy automation (gitea-docs-4). However, there's no direct evidence of org-wide branch protection templates, mandatory status-check enforcement across all repos, or centralized policy dashboards that a devops-lead would use to enforce standards uniformly; community feedback also notes scaling pain points once organizations grow (gitea-comm-13, gitea-comm-15). Missing for 10: explicit branch-protection/required-checks documentation, organization-wide policy templates, and independent evidence of successful multi-team governance enforcement.", "evidenceIds": [ "gitea-docs-2", "gitea-docs-7", "gitea-docs-3", "gitea-docs-4", "gitea-comm-13", "gitea-comm-15" ] }, { "productId": "gitea", "storyId": "package-registry-hosting", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "Gitea's docs explicitly state built-in package registry support for over 20 formats (Cargo, npm, Maven, PyPI, Container, Helm, NuGet, RubyGems, etc.) hosted natively on the same platform as repos, PRs, and issues, enabling maintainers to publish/consume packages without a separate tool. missing for 10: no independent/hands-on community confirmation of the package registry feature in the evidence pack, and no detail on publish/consume workflow specifics.", "evidenceIds": [ "gitea-docs-5" ] }, { "productId": "gitea", "storyId": "personal-access-tokens", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "The evidence pack mentions general security/access-control features (gitea-docs-7) and API/webhook extensibility (gitea-docs-4) but never specifically describes personal access token generation or management. Missing for 10: explicit documentation or community confirmation of PAT creation/management UI or API endpoints.", "evidenceIds": [] }, { "productId": "gitea", "storyId": "privacy-data-residency", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "Gitea is self-hosted software deployable on any server, OS, or cloud region a user chooses (Linux/Windows/macOS/FreeBSD/Kubernetes, easy deployment without complex config), which inherently gives full control over where data resides; community evidence confirms real-world self-hosting on VPS, Docker, and on-prem hardware. Missing for 10: explicit documentation addressing data residency/compliance framing (e.g., GDPR region controls) or multi-region replication features beyond generic self-host deployability.", "evidenceIds": [ "gitea-docs-9", "gitea-docs-10", "gitea-comm-1", "gitea-comm-7", "gitea-comm-14" ] }, { "productId": "gitea", "storyId": "privacy-no-training", "verdict": "partial", "quality": 4, "confidence": "low", "rationale": "Gitea is self-hosted software (deployable on your own servers, docs-9/docs-10), which inherently means no vendor cloud service ingests your repository data for AI training since Gitea itself doesn't host your data. However, there is no explicit privacy policy, documentation, or setting addressing AI/ML training data usage, nor any statement about third-party AI integrations respecting this. missing for 10: explicit documentation or policy on AI training data usage, any built-in opt-out/control mechanism, confirmation that bundled features (e.g. any AI-assisted tooling) don't train on repo data.", "evidenceIds": [ "gitea-docs-9", "gitea-docs-10" ] }, { "productId": "gitea", "storyId": "privacy-retention-controls", "verdict": "partial", "quality": 3, "confidence": "low", "rationale": "Gitea being self-hosted implies the operator controls their own data and infrastructure, and gitea-docs-7 mentions access control and security features, but no evidence explicitly documents data retention policies, repository/account deletion mechanisms, or audit-log retention controls. missing for 10: explicit documentation of data deletion/export features, retention policy settings, GDPR-style data controls.", "evidenceIds": [ "gitea-docs-7", "gitea-docs-9" ] }, { "productId": "gitea", "storyId": "privacy-telemetry-optout", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "The evidence pack contains no mention of telemetry, usage tracking, or an opt-out setting for Gitea; while self-hosted software could plausibly include such tracking, none is documented here.", "evidenceIds": [] }, { "productId": "gitea", "storyId": "project-boards-roadmaps", "verdict": "partial", "quality": 5, "confidence": "low", "rationale": "Docs confirm Gitea has kanban-style project boards with columns/issues supporting milestones, due dates, dependencies, and time tracking, which covers day-to-day task organization, but there's no evidence of higher-level roadmap features (e.g., cross-repo project views, roadmap timelines) or any community validation of using boards for roadmap planning. Missing for 10: evidence of roadmap/timeline views, cross-project or organization-level board hierarchy, and independent/hands-on confirmation of the project board feature in practice.", "evidenceIds": [ "gitea-docs-6" ] }, { "productId": "gitea", "storyId": "pull-request-workflow", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "Gitea docs explicitly describe pull request workflow with code review, comments, and AGit workflow support, alongside repo management and merging (gitea-docs-1, gitea-docs-3). Community evidence corroborates real-world usage of Gitea as a git hosting platform for collaboration. Missing for 10: independent hands-on account specifically describing PR review/merge experience (most community evidence focuses on resource usage/ops rather than PR workflow specifics).", "evidenceIds": [ "gitea-docs-1", "gitea-docs-3", "gitea-docs-6" ] }, { "productId": "gitea", "storyId": "reusable-pipeline-actions", "verdict": "full", "quality": 8, "confidence": "medium", "rationale": "Gitea Actions is explicitly documented as GitHub Actions-compatible, using standard YAML workflows and allowing reuse of existing Actions plugins from the ecosystem, directly matching the story. Missing for 10: independent hands-on confirmation of reusing specific community actions and marketplace-scale ecosystem evidence beyond vendor docs.", "evidenceIds": [ "gitea-docs-2" ] }, { "productId": "gitea", "storyId": "secret-leak-detection", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "No evidence of any secret-scanning, credential-detection, or leaked-secret remediation feature across repositories in Gitea's docs or community reports; only general permission/access-control security mentions (gitea-docs-7) which do not address secret detection.", "evidenceIds": [ "gitea-docs-7" ] }, { "productId": "gitea", "storyId": "self-hosted-ci-runners", "verdict": "partial", "quality": 6, "confidence": "medium", "rationale": "Gitea Actions is documented as a native CI/CD system compatible with GitHub Actions YAML workflows, which by design runs on self-hosted runners since Gitea itself is self-hosted (gitea-docs-2). However, the evidence pack lacks explicit runner registration/configuration details, and community reports show long-time Gitea users relying on external CI tools like Drone rather than native Actions (gitea-comm-8, gitea-comm-14), suggesting the built-in CI/CD runner feature is newer/less proven in practice. missing for 10: explicit runner setup/registration docs, hands-on confirmation of self-hosted runner reliability, independent corroboration beyond vendor docs.", "evidenceIds": [ "gitea-docs-2", "gitea-comm-8", "gitea-comm-14" ] }, { "productId": "gitea", "storyId": "self-hosted-easy-install", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "Docs claim easy deployment without complex configuration or dependencies, and multiple independent community reports corroborate simple single-binary/Docker setups, low resource needs, and successful small-to-mid scale deployments on limited hardware. Missing for 10: more detailed first-party install/config walkthrough evidence and resolution of community complaints about incomplete documentation.", "evidenceIds": [ "gitea-docs-9", "gitea-docs-10", "gitea-comm-1", "gitea-comm-6", "gitea-comm-3", "gitea-comm-8", "gitea-comm-14", "gitea-comm-18" ] }, { "productId": "gitea", "storyId": "ssh-key-management", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "The evidence pack contains no documentation or community confirmation of Gitea's SSH key management/authentication feature; only a tangential community mention of using SSH port-forwarding (not key setup) appears. Missing for 10: any docs on adding/generating SSH keys, key-based git push/pull authentication, or admin-side SSH config.", "evidenceIds": [] }, { "productId": "gitea", "storyId": "third-party-security-tool-integration", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "No evidence of a dedicated security tab or marketplace for installing third-party security scanning integrations; Gitea only offers generic webhooks/API and Actions CI compatible with GitHub Actions, not a curated security integrations UI.", "evidenceIds": [] }, { "productId": "gitea", "storyId": "two-factor-authentication", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack mentions general security features (permissions, access control lists) but never specifically mentions two-factor authentication, TOTP, or U2F support, so there's no evidence this capability is documented.", "evidenceIds": [] }, { "productId": "gitea", "storyId": "yaml-pipeline-authoring", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "Gitea Actions explicitly supports CI/CD pipelines defined in YAML, compatible with GitHub Actions syntax, and Gitea+CI (Drone/Actions) usage is corroborated by community reports. missing for 10: independent hands-on validation specifically of Gitea Actions YAML syntax (most community evidence discusses Drone as external CI rather than native Actions).", "evidenceIds": [ "gitea-docs-2", "gitea-comm-8" ] }, { "productId": "github", "storyId": "agentic-agent-docs", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "A live probe confirms GitHub Docs serves a working llms.txt file at https://docs.github.com/llms.txt (HTTP 200) with a structured description of GitHub as a developer platform, which is exactly the agent-oriented docs entry point the story describes. Missing for 10: no independent third-party confirmation of agents actually consuming this file, and no broader agent-oriented docs index beyond the single llms.txt endpoint.", "evidenceIds": [ "github-probe-1" ] }, { "productId": "github", "storyId": "agentic-ai-insights", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "GitHub Copilot generates AI-driven insights and suggestions directly from a user's own codebase: it reviews code changes with actionable suggested fixes (github-docs-25), autofixes vulnerabilities (github-docs-5, github-docs-14), and in Agent/Ask mode analyzes the repository to explain and generate needed edits (github-docs-13, github-docs-56). Independent hands-on comments confirm suggestions can closely match developer intent (github-comm-11). Missing for 10: independent verification of accuracy/insight quality beyond code suggestions (e.g., non-code data insights like issue/PR analytics) and more third-party validation of Autofix/code-review reliability.", "evidenceIds": [ "github-docs-5", "github-docs-13", "github-docs-14", "github-docs-25", "github-docs-56", "github-comm-11" ] }, { "productId": "github", "storyId": "agentic-autonomous-automation", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "GitHub Actions provides scheduled/event-triggered workflows that run autonomously in the background, and Copilot cloud agent can be assigned tasks that research, plan, and implement changes asynchronously without live supervision, with a centralized dashboard to track sessions. missing for 10: independent/hands-on validation of long-running autonomous agent reliability and more detail on failure/error handling in unattended runs.", "evidenceIds": [ "github-docs-38", "github-docs-26", "github-docs-48", "github-docs-46", "github-docs-55" ] }, { "productId": "github", "storyId": "agentic-builtin-assistant", "verdict": "full", "quality": 8, "confidence": "medium", "rationale": "GitHub Copilot is built directly into GitHub and supports true task delegation: switching to 'Agent' mode to have Copilot plan and execute multi-file changes, a cloud agent that can research a repo, create implementation plans, fix bugs and open PRs, custom specialized agents, and assigning PR reviews or mobile tasks to Copilot (github-docs-2,13,26,48,55,9,4,27,46). This goes well beyond simple autocomplete into genuine agentic delegation of work.\nmissing for 10: independent/hands-on evidence specifically validating the delegation-to-agent workflow (community evidence only covers basic code-suggestion quality, not agent-mode task delegation).", "evidenceIds": [ "github-docs-2", "github-docs-13", "github-docs-26", "github-docs-48", "github-docs-55", "github-docs-9", "github-docs-4", "github-docs-27", "github-docs-46", "github-docs-56" ] }, { "productId": "github", "storyId": "agentic-headless", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "GitHub Actions is explicitly documented as CI/CD automation running in the repository, and GitHub CLI/REST/GraphQL APIs support headless scripting and automation outside any UI, corroborated by an official CLI and probe confirmation. missing for 10: independent/hands-on evidence of Copilot agent tasks running fully headlessly in CI pipelines beyond Actions/CLI docs.", "evidenceIds": [ "github-docs-38", "github-docs-11", "github-docs-31", "github-docs-37", "github-docs-41", "github-docs-40", "github-probe-4" ] }, { "productId": "github", "storyId": "agentic-mcp-client", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "GitHub Copilot Chat explicitly supports connecting external MCP servers to extend its context and tools, documented with setup instructions for IDE integration (github-docs-28, github-docs-29, github-docs-30). This directly matches the story of plugging MCP servers into the product so it can use their tools. Missing for 10: independent/hands-on user reports confirming real-world reliability of third-party MCP server connections, and broader detail on limitations across non-IDE surfaces (e.g., github.com web chat vs IDE only).", "evidenceIds": [ "github-docs-28", "github-docs-29", "github-docs-30" ] }, { "productId": "github", "storyId": "agentic-mcp-server", "verdict": "full", "quality": 9, "confidence": "high", "rationale": "GitHub ships and documents an official GitHub MCP server (github-probe-3: github/github-mcp-server) that lets AI agents interact with repositories, issues, and PRs, with detailed setup docs for local/remote configuration in VS Code (github-docs-29, github-docs-30) and integration guidance for connecting MCP servers to Copilot Chat (github-docs-28). This is a first-party, well-documented server-side MCP offering rather than just client-side MCP consumption. Missing for 10: independent/hands-on community corroboration of the MCP server working reliably in third-party agent setups.", "evidenceIds": [ "github-probe-3", "github-docs-29", "github-docs-30", "github-docs-28" ] }, { "productId": "github", "storyId": "agentic-nl-commands", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "GitHub Copilot (Chat, Agent mode, CLI, and cloud agent) lets users issue natural-language prompts like 'Update the website to allow searching for running races by name' and have Copilot plan and implement changes, and Copilot CLI brings this to the terminal directly (github-docs-2, 13, 23, 26, 48, 55). This is well documented across multiple first-party surfaces (IDE, CLI, cloud agent, mobile task assignment).\n\nmissing for 10: independent hands-on evidence validating reliability of NL-driven agent actions at scale, and clearer detail on limitations/failure modes of natural-language commands.", "evidenceIds": [ "github-docs-2", "github-docs-13", "github-docs-23", "github-docs-26", "github-docs-48", "github-docs-55", "github-docs-56", "github-docs-44" ] }, { "productId": "github", "storyId": "agentic-official-cli", "verdict": "full", "quality": 9, "confidence": "high", "rationale": "GitHub ships both the official GitHub CLI (gh) for repo/workflow operations and a dedicated Copilot CLI for AI-native terminal use, both with first-party docs and install instructions across platforms. missing for 10: independent/hands-on third-party review specifically validating the CLI tools (community evidence in the pack is about unrelated topics, not the CLI).", "evidenceIds": [ "github-docs-23", "github-docs-24", "github-docs-31", "github-docs-32", "github-docs-37", "github-probe-4" ] }, { "productId": "github", "storyId": "agentic-public-api", "verdict": "full", "quality": 9, "confidence": "high", "rationale": "GitHub documents both a REST API (with fine-grained token permissions) and a GraphQL API for creating integrations, retrieving data, and automating workflows, plus SDK-adjacent tools like the official CLI and MCP server for programmatic access. This is exactly the kind of documented public API surface an AI-native user would drive automation through. Missing for 10: a discoverable machine-readable OpenAPI spec (probe found 404s on standard OpenAPI paths) and independent hands-on developer corroboration of API usability.", "evidenceIds": [ "github-docs-40", "github-docs-41", "github-docs-18", "github-docs-19", "github-probe-3", "github-probe-4", "github-probe-2" ] }, { "productId": "github", "storyId": "agentic-scoped-keys", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "GitHub's fine-grained personal access tokens let a user grant a specific, minimal set of permissions per resource, and the REST API even returns an X-Accepted-GitHub-Permissions header showing exactly what scope is required for an endpoint — a direct implementation of least-privilege credentialing that any automated actor (including an agent) can use to authenticate to the API. Missing for 10: explicit documentation tying fine-grained PAT/GitHub App scoping specifically to Copilot/agent workflows (e.g., an agent-specific token-issuance flow) and independent hands-on confirmation.", "evidenceIds": [ "github-docs-18", "github-docs-19", "github-docs-21", "github-docs-42" ] }, { "productId": "github", "storyId": "agentic-sdks", "verdict": "partial", "quality": 5, "confidence": "medium", "rationale": "GitHub documents official REST and GraphQL APIs plus authentication mechanisms (fine-grained PATs, permissions) that developers can build against, and provides a CLI and MCP server for programmatic access, but the evidence pack never names or links an official SDK (e.g., Octokit) for any language, nor SDK-specific docs, versioning, or install instructions. missing for 10: explicit official SDK libraries, language-specific package docs/installation, and SDK versioning/support guarantees.", "evidenceIds": [ "github-docs-40", "github-docs-41", "github-docs-18", "github-docs-19", "github-docs-31", "github-probe-3", "github-probe-4" ] }, { "productId": "github", "storyId": "agentic-webhooks", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "The evidence pack covers GitHub Copilot, CLI, REST/GraphQL APIs, MCP servers, and marketplace integrations, but contains no documentation or mention of GitHub's webhooks feature or event subscription mechanism for AI-native/agentic use. Although webhooks are a well-known GitHub capability, none of the provided citations reference them, so this applicable axis has no supporting evidence.", "evidenceIds": [] }, { "productId": "github", "storyId": "ai-autofix-vulnerabilities", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "GitHub Copilot Autofix directly targets this story: it auto-generates fixes for code-scanning-detected vulnerabilities ('Apply fixes in seconds... Copilot Autofix'), is used in 'security campaigns' to reduce vulnerabilities, and Dependabot updates vulnerable dependencies with supported fixes. Secret scanning/push protection covers detection and blocking of another vulnerability class. Missing for 10: independent/hands-on validation of Autofix accuracy and no detail on how automatically fixes are applied without human review.", "evidenceIds": [ "github-docs-5", "github-docs-6", "github-docs-14", "github-docs-7", "github-docs-15" ] }, { "productId": "github", "storyId": "ai-code-review-suggestions", "verdict": "full", "quality": 9, "confidence": "high", "rationale": "GitHub Copilot directly supports AI code review: docs confirm Copilot 'can review your code and provide feedback' with 'suggested changes which you can apply with a couple of clicks' (github-docs-25), and PR-level review assignment via 'Assign initial reviews to Copilot for greater speed and quality' (github-docs-9), backed by Copilot Autofix for applying fixes (github-docs-5). Missing for 10: independent/hands-on community corroboration specifically of the review-and-suggest-fix workflow (community evidence covers general Copilot sentiment, not this specific feature).", "evidenceIds": [ "github-docs-25", "github-docs-9", "github-docs-5", "github-docs-56" ] }, { "productId": "github", "storyId": "ai-first-pass-review-assignment", "verdict": "full", "quality": 9, "confidence": "high", "rationale": "GitHub directly documents assigning initial PR reviews to Copilot ('Assign initial reviews to Copilot for greater speed and quality') and Copilot's code review capability with suggested changes ('GitHub Copilot can review your code and provide feedback... suggested changes'), matching the story precisely. Missing for 10: independent/hands-on evidence quantifying turnaround-speed improvement from AI-assigned reviews.", "evidenceIds": [ "github-docs-9", "github-docs-25" ] }, { "productId": "github", "storyId": "api-interactive-docs", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "Evidence shows GitHub has REST and GraphQL API documentation (github-docs-40,41,51) and permission references (github-docs-18,19,21,42), but nothing describes an interactive reference with runnable/try-it examples, and the probe for a discoverable OpenAPI spec returned 404s across all candidate paths (github-probe-2), suggesting no machine-readable interactive spec is exposed.", "evidenceIds": [ "github-docs-40", "github-docs-41", "github-docs-51", "github-docs-18", "github-probe-2" ] }, { "productId": "github", "storyId": "api-machine-spec", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "While GitHub documents its REST and GraphQL APIs (github-docs-40/41), the evidence pack shows an explicit probe for a machine-readable OpenAPI/Swagger spec at all standard paths (openapi.json, swagger.json, etc.) returning 404, with no alternate documented location for a downloadable spec.", "evidenceIds": [ "github-probe-2", "github-docs-40", "github-docs-41" ] }, { "productId": "github", "storyId": "api-sandbox", "verdict": "partial", "quality": 3, "confidence": "low", "rationale": "GitHub Codespaces offers a 'full, cloud-based development environment' (github-docs-3) that could serve as an isolated sandbox for coding/testing, but there is no explicit documentation tying this to safely testing against non-production data or separating staging from production. Missing for 10: explicit sandbox/staging environment separate from production data, evidence of data isolation guarantees, and confirmation that AI agents (Copilot cloud agent) operate in an isolated sandbox rather than live repos/production systems.", "evidenceIds": [ "github-docs-3", "github-docs-26", "github-docs-48" ] }, { "productId": "github", "storyId": "api-versioning-policy", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack documents GitHub's REST and GraphQL APIs and fine-grained token permissions, but contains no mention of API versioning schemes or any documented deprecation policy/timeline for those APIs. Missing for 10: explicit API version headers/dates, a published deprecation schedule, and changelog/sunset notices.", "evidenceIds": [ "github-docs-40", "github-docs-41", "github-docs-18", "github-docs-19" ] }, { "productId": "github", "storyId": "automated-deployments", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "GitHub Actions is explicitly positioned for CI/CD automation ('Ship faster with secure, reliable CI/CD', 'Automate...software development workflows...with GitHub Actions'), and the Marketplace shows real deployment integrations (Render CI/CD, Shopify 'push to deploy', mobile CI/CD apps) that developers can wire into pipelines. Missing for 10: deeper first-party docs on deployment-specific features (environments, approval gates, rollback) and independent hands-on confirmation of a deployment pipeline working end-to-end.", "evidenceIds": [ "github-docs-11", "github-docs-38", "github-intdir-1", "github-intdir-6", "github-intdir-7" ] }, { "productId": "github", "storyId": "automation-bulk-operations", "verdict": "partial", "quality": 5, "confidence": "medium", "rationale": "GitHub exposes REST and GraphQL APIs plus a scriptable CLI that AI-native users could combine to perform bulk operations (e.g., scripting across many issues/repos), and GitHub Actions can automate repeated workflows. However, there is no first-party documented 'bulk operations' feature or Copilot/agent capability explicitly designed for acting across many items at once—only the underlying API/CLI primitives are shown. Missing for 10: explicit bulk-edit/bulk-action documentation, an AI-agent example of operating across many items, and independent evidence of this being used at scale.", "evidenceIds": [ "github-docs-40", "github-docs-41", "github-docs-31", "github-docs-37", "github-docs-38", "github-probe-4" ] }, { "productId": "github", "storyId": "automation-rules-engine", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "GitHub Actions ('Automate, customize, and execute your software development workflows right in your repository') is exactly the mechanism for defining event-triggered automation rules (e.g., on push, PR, issue, schedule), which is a first-party, mainstream GitHub capability. Missing for 10: detailed docs snippets showing the actual trigger/event syntax (on: push, on: issues, etc.) and independent hands-on corroboration of automation reliability/depth.", "evidenceIds": [ "github-docs-38" ] }, { "productId": "github", "storyId": "automation-scheduled-jobs", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence describes GitHub Actions only in general terms ('automate...workflows') without any explicit mention of scheduled/cron-triggered or recurring job capability, so per the evidence-only rule this mainstream capability cannot be credited as documented here.", "evidenceIds": [ "github-docs-38" ] }, { "productId": "github", "storyId": "automation-versioned-workflows", "verdict": "partial", "quality": 5, "confidence": "medium", "rationale": "GitHub Actions workflows live as code in the repository (github-docs-38), which implies they inherit git's native versioning and rollback via commits/PRs, but the evidence pack never explicitly documents PR-based review or revert workflows applied specifically to automations/workflow files. Missing for 10: explicit documentation of reviewing workflow-file changes via pull requests, rolling back a workflow to a prior version, and any audit/history UI specific to Actions.", "evidenceIds": [ "github-docs-38", "github-docs-41" ] }, { "productId": "github", "storyId": "branch-level-permissions", "verdict": "partial", "quality": 4, "confidence": "low", "rationale": "Evidence only covers fine-grained personal access token permissions (API scoping) rather than GitHub's actual RBAC system for organizations/teams, repository roles, or branch protection rules that would satisfy a devops-lead's granular access control needs. Missing for 10: branch protection rules, team/organization-level repository permission management, and workspace/project-level access control documentation.", "evidenceIds": [ "github-docs-18", "github-docs-19", "github-docs-21", "github-docs-42" ] }, { "productId": "github", "storyId": "change-approval-workflow", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack contains no mention of branch protection rules, required reviewers, CODEOWNERS enforcement, or deployment environment approval gates that would block code from reaching production without sign-off. Docs only reference Copilot-assigned code reviews and generic CI/CD messaging, neither of which describes a governance/approval-gating workflow.", "evidenceIds": [] }, { "productId": "github", "storyId": "chat-tool-notifications", "verdict": "partial", "quality": 5, "confidence": "medium", "rationale": "GitHub Marketplace lists a Slack integration ('Connect your code without leaving Slack') enabling repo activity/notifications to sync with chat, and Atlassian integration also syncs dev activity, but the evidence pack lacks first-party GitHub docs detailing notification-sync configuration, scope, or independent hands-on confirmation of reliability. missing for 10: official GitHub docs on the Slack/Teams integration setup and notification types, independent user confirmation that sync works well in practice.", "evidenceIds": [ "github-intdir-5", "github-intdir-4", "github-docs-22" ] }, { "productId": "github", "storyId": "cloud-dev-environments", "verdict": "partial", "quality": 5, "confidence": "low", "rationale": "GitHub's marketing page explicitly claims 'Launch a full, cloud-based development environment in seconds' (github-docs-3), directly matching the story, but this is a single thin marketing line with no elaboration on Codespaces features, setup workflow, or independent/hands-on corroboration in the evidence pack. Missing for 10: detailed docs on Codespaces setup/config, first-hand user reports confirming fast launch times, and any independent verification of the 'seconds' claim.", "evidenceIds": [ "github-docs-3" ] }, { "productId": "github", "storyId": "code-search", "verdict": "disputed", "quality": 3, "confidence": "medium", "rationale": "GitHub's platform docs point to APIs (REST/GraphQL) for retrieving and querying repository data, which vendor-side implies broad search/query capability across repos, but a first-hand community report explicitly states GitHub's code search is 'terribly bad'—so poor that cloning and using grep is more effective—directly contradicting the polished vendor narrative. missing for 10: no dedicated vendor documentation on the actual code/commit/file search UI or its indexing depth, no independent corroboration of search quality beyond the negative report, and no evidence addressing recent search improvements.", "evidenceIds": [ "github-docs-40", "github-docs-41", "github-comm-16" ] }, { "productId": "github", "storyId": "create-manage-repositories", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "Evidence confirms core repo management: cloning via GitHub CLI (`gh repo clone`), SSH-based git authentication for push/pull, and downloading/cloning/forking repositories are all documented first-party GitHub capabilities. However, no citation explicitly addresses browsing commit history UI/API features. Missing for 10: explicit documentation of commit history browsing (e.g., commit log view, blame, diff comparison) and independent hands-on corroboration of repo creation/management workflow.", "evidenceIds": [ "github-docs-32", "github-docs-50", "github-docs-33", "github-docs-39", "github-docs-31", "github-docs-37" ] }, { "productId": "github", "storyId": "cross-platform-self-hosting", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "The evidence pack contains no mention of GitHub Enterprise Server, self-hosted deployment options, supported operating systems/architectures, or container-based installation — all evidence describes GitHub.com as a cloud SaaS plus Copilot/CLI/API features. Self-hosting is a plausible axis for a dev platform like GitHub, but nothing in the pack substantiates it.", "evidenceIds": [] }, { "productId": "github", "storyId": "dependency-update-automation", "verdict": "partial", "quality": 5, "confidence": "medium", "rationale": "github-docs-6 (\"Update vulnerable dependencies with supported fixes for breaking changes\") and github-docs-14 (security campaigns/Copilot Autofix to reduce vulnerabilities) point to GitHub's Dependabot-style automated dependency update capability, which is a well-known GitHub feature, but the evidence pack only contains thin marketing bullets rather than detailed first-party docs describing the automatic PR workflow. Missing for 10: dedicated Dependabot documentation describing PR creation triggers/config, and independent/hands-on corroboration that PRs are actually opened automatically.", "evidenceIds": [ "github-docs-6", "github-docs-14", "github-docs-5" ] }, { "productId": "github", "storyId": "deployment-incident-mapping", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack contains only generic CI/CD and Actions references (github-docs-11, github-docs-38) but nothing on deployment environments, required-reviewer approval gates, or incident-to-deployment traceability/mapping, which are the specific capabilities this story asks about. Missing for 10: environment protection rules/required approvals before deploy, incident tracking or linking incidents to specific deployments, any audit trail connecting rollbacks/incidents to release history.", "evidenceIds": [ "github-docs-11", "github-docs-38" ] }, { "productId": "github", "storyId": "external-ci-cd-integration", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "GitHub's own Marketplace lists third-party CI/CD integrations (Render, mobile CI/CD tools) that plug into GitHub repos as alternatives to native Actions pipelines, and GitHub explicitly markets an extensible apps/actions ecosystem. This confirms devops leads can wire in external CI/CD tools rather than relying solely on GitHub Actions. Missing for 10: deeper first-party docs on webhook/status-API integration patterns for custom CI/CD tools, and independent hands-on confirmation of using a non-Actions CI/CD pipeline end-to-end with GitHub.", "evidenceIds": [ "github-intdir-1", "github-intdir-7", "github-docs-10", "github-docs-22", "github-docs-35" ] }, { "productId": "github", "storyId": "flexible-licensing-commitment", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "The evidence pack contains no mention of annual commitments, seat-based vs usage-based licensing flexibility, or spend allocation/billing governance features; only a single note about paying extra for exhausted AI credits (individual usage-based billing), which does not address enterprise annual commitment or flexible seat/usage allocation.", "evidenceIds": [ "github-docs-45", "github-docs-47" ] }, { "productId": "github", "storyId": "git-learning-resources", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack covers GitHub CLI, SSH setup, Copilot, APIs, and marketplace integrations, but contains no citation of built-in resources for learning Git itself (e.g., Git tutorials, Git Handbook, GitHub Skills courses). While such a capability is plausible for a platform like GitHub, nothing in the evidence documents it.", "evidenceIds": [] }, { "productId": "github", "storyId": "hosted-ci-runners", "verdict": "partial", "quality": 6, "confidence": "medium", "rationale": "GitHub Actions is documented as providing CI/CD 'right in your repository' (github-docs-38) and marketed as 'secure, reliable CI/CD' (github-docs-11), implying GitHub-hosted runners without customer-managed infrastructure, and GitHub also supports self-hosted runners as an alternative option (github-comm-20 notes org-level self-hosted runner gaps, implying hosted runners are the default). However, community evidence reports recurring GitHub Actions outages 'seemingly every week' correlating with feature releases (github-comm-18) and broader platform outage concerns (github-comm-1, github-comm-2), which undercut confidence in the 'without managing infrastructure' reliability promise even though the core hosted-runner capability itself is not disputed. Missing for 10: explicit documentation/specs of hosted runner types, concurrency limits, or setup steps, and independent hands-on confirmation of smooth, infrastructure-free operation rather than just marketing taglines and outage complaints.", "evidenceIds": [ "github-docs-38", "github-docs-11", "github-comm-18", "github-comm-20", "github-comm-1" ] }, { "productId": "github", "storyId": "inline-code-review", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "The evidence pack contains no documentation of GitHub's native pull-request review interface, inline comments, or developer-to-developer review threads; the closest match (github-docs-25) describes Copilot providing automated review feedback, not a human reviewing changes online and responding to another developer's inline comments. Missing for 10: any doc on PR diff view, inline comment threads, review approval/request-changes flow, or reply-to-comment functionality.", "evidenceIds": [] }, { "productId": "github", "storyId": "integrated-security-scanning", "verdict": "partial", "quality": 6, "confidence": "medium", "rationale": "Evidence shows GitHub bundles secret scanning/push protection (github-docs-7, github-docs-15), dependency vulnerability fixes (github-docs-6), and Copilot Autofix tied to security campaigns (github-docs-5, github-docs-14), which together imply static/code scanning plus dependency and secret scanning in one platform. However, there is no evidence of dynamic application security testing (DAST) being part of this consolidated offering. Missing for 10: explicit dynamic/DAST scanning capability, and independent/hands-on validation that all four scan types are unified in one dashboard.", "evidenceIds": [ "github-docs-5", "github-docs-6", "github-docs-7", "github-docs-14", "github-docs-15" ] }, { "productId": "github", "storyId": "ip-allowlisting", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence in the pack mentions IP allow-listing or restricting repository/organization access by IP address range; GitHub Enterprise Cloud does offer this feature in reality, but nothing in the provided evidence documents it, so it must be marked none.", "evidenceIds": [] }, { "productId": "github", "storyId": "issue-tracking-with-dependencies", "verdict": "partial", "quality": 3, "confidence": "low", "rationale": "Evidence only generically references GitHub Issues/Projects ('Organize everything from high-level roadmaps to everyday tasks', 'Create issues and manage projects with tools that adapt to your code') with no documentation of milestones, time tracking, or issue dependencies specifically. GitHub is known to support issues/milestones and dependency links via sub-issues, but no first-party doc in this pack confirms time tracking, which is not a native GitHub feature. Missing for 10: explicit docs on milestones, native time tracking, and dependency/sub-issue linking.", "evidenceIds": [ "github-docs-8", "github-docs-12" ] }, { "productId": "github", "storyId": "jira-in-app-management", "verdict": "partial", "quality": 5, "confidence": "low", "rationale": "GitHub Marketplace lists 'GitHub for Atlassian' which syncs Jira issues with GitHub, letting developers see/manage Jira items alongside code, but this is a third-party app integration rather than a native GitHub feature, and only one such integration is evidenced. missing for 10: native in-UI external tracker management, first-party documentation of the Jira/GitHub sync UX, and independent confirmation the integration works well.", "evidenceIds": [ "github-intdir-4", "github-docs-12" ] }, { "productId": "github", "storyId": "jira-issue-status-sync", "verdict": "partial", "quality": 3, "confidence": "low", "rationale": "The evidence pack does not document GitHub's native closing-keyword commit syntax, but it does show an official Atlassian integration that 'unifies data, automates workflows, and syncs development across GitHub, Jira' which implies some issue-status syncing capability from commits/PRs. This is thin, indirect evidence rather than a documented commit-keyword-to-status-update workflow. Missing for 10: explicit documentation of issue-key syntax in commit messages, confirmation that referencing keys auto-transitions ticket status in Jira or other trackers, and independent corroboration of this working end-to-end.", "evidenceIds": [ "github-intdir-4", "github-docs-12" ] }, { "productId": "github", "storyId": "large-diff-review", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "The evidence pack shows GitHub Copilot code review (github-docs-25), CI/CD via Actions (github-docs-38), and a marketplace of third-party integrations (github-intdir-1, github-intdir-7), but nothing explicitly describes large-diff handling in the PR review screen or third-party code-quality/coverage reports rendered inline as review annotations. missing for 10: documentation of large-diff review UX (e.g. diff pagination, file-by-file review tools), evidence of third-party check results (e.g. code coverage, linting, SAST) surfaced directly in the Files Changed/review screen via the Checks API.", "evidenceIds": [ "github-docs-25", "github-docs-38", "github-intdir-1", "github-intdir-7" ] }, { "productId": "github", "storyId": "large-scale-reference-architecture", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "No evidence pack items discuss GitHub Enterprise Server self-hosting, reference architectures, or scaling guidance for tens of thousands of users; all citations concern Copilot, APIs, CLI, and community sentiment unrelated to self-hosted infrastructure scaling.", "evidenceIds": [] }, { "productId": "github", "storyId": "marketplace-apps-actions", "verdict": "full", "quality": 9, "confidence": "high", "rationale": "GitHub Marketplace explicitly offers apps, actions, and AI models to extend the developer stack, with documented examples spanning CI/CD, deployment, project management, chat, and IDE integrations (github-docs-10, github-docs-22, github-docs-35, github-intdir-1..7), plus Copilot's multi-model support (github-docs-34, github-docs-43). missing for 10: independent hands-on review specifically validating marketplace app/action installation quality or breadth beyond vendor listings.", "evidenceIds": [ "github-docs-10", "github-docs-22", "github-docs-35", "github-intdir-1", "github-intdir-2", "github-intdir-3", "github-intdir-4", "github-intdir-5", "github-intdir-6", "github-intdir-7", "github-docs-34", "github-docs-43" ] }, { "productId": "github", "storyId": "merge-checks-enforcement", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "The evidence pack contains no mention of branch protection rules, required status checks, required reviews, or CODEOWNERS enforcement mechanisms that would let a devops-lead gate merges. Only generic CI/CD (github-docs-11, github-docs-38) and Copilot code review (github-docs-25) items appear, none of which describe enforceable, customizable merge gating.", "evidenceIds": [] }, { "productId": "github", "storyId": "migration-tooling", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence of migration tooling for moving code/users from another platform (e.g., GitLab, Bitbucket, SVN) or from self-hosted GitHub Enterprise Server to GitHub cloud; evidence only covers Copilot features, CLI, MCP server, and general APIs, none addressing platform migration or user/account import tooling.", "evidenceIds": [] }, { "productId": "github", "storyId": "mobile-task-management", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "GitHub explicitly documents managing projects and assigning tasks to Copilot from a mobile device (github-docs-4), backed by GitHub Mobile's general capabilities (github-docs-54) and Projects features for organizing tasks (github-docs-8, github-docs-12). Missing for 10: independent hands-on corroboration of the mobile task-assignment workflow and more detail on mobile-specific project management UI limitations.", "evidenceIds": [ "github-docs-4", "github-docs-54", "github-docs-8", "github-docs-12" ] }, { "productId": "github", "storyId": "openness-api-parity", "verdict": "partial", "quality": 7, "confidence": "medium", "rationale": "GitHub exposes a comprehensive REST API and GraphQL API, fine-grained token permissions, and an official CLI/SSH access that together let users perform most repository, issue, PR, and workflow actions programmatically (github-docs-40, github-docs-41, github-docs-18/19/21/42, github-docs-31/32/37, github-probe-4). However, the evidence never claims full 1:1 parity between every UI feature (e.g., some admin/org settings, Copilot UI toggles) and the API, so full equivalence is not documented. Missing for 10: explicit parity statement or audit showing every UI action has an API/CLI equivalent, and independent confirmation of no UI-only features.", "evidenceIds": [ "github-docs-40", "github-docs-41", "github-docs-18", "github-docs-19", "github-docs-21", "github-docs-42", "github-docs-31", "github-docs-32", "github-docs-37", "github-probe-4", "github-probe-3" ] }, { "productId": "github", "storyId": "openness-full-export", "verdict": "partial", "quality": 5, "confidence": "medium", "rationale": "GitHub documents git-native portability (clone/download-zip/fork) and REST/GraphQL APIs that let users pull out repository and account data in open formats, which supports leaving the platform with code intact (github-docs-50, github-docs-41, github-docs-40, github-docs-33). However there is no evidence of a comprehensive 'export all my data' feature (issues, PR history, wiki, settings) beyond code, and community commentary shows some users have actually left GitHub citing lock-in concerns without contradicting the export mechanics themselves (github-comm-1, github-comm-7). Missing for 10: dedicated full-account data export/GDPR-style export documentation, evidence of exporting non-code artifacts (issues/projects/discussions) in open formats, and independent confirmation that a full migration-out process works smoothly.", "evidenceIds": [ "github-docs-50", "github-docs-41", "github-docs-40", "github-docs-33", "github-comm-1", "github-comm-7" ] }, { "productId": "github", "storyId": "openness-open-license", "verdict": "partial", "quality": 3, "confidence": "medium", "rationale": "GitHub's own docs describe the GitHub CLI as 'an open source tool' (github-docs-31, github-docs-37), giving AI-native users a component of the product whose source they can read under an open license. However, the core GitHub.com platform, Copilot, and most other product components have no evidence of being open-licensed or source-available anywhere in the pack. Missing for 10: evidence that GitHub's main platform/service source is open-licensed, license details for the CLI repo, and any indication of open-sourcing beyond the CLI tool.", "evidenceIds": [ "github-docs-31", "github-docs-37" ] }, { "productId": "github", "storyId": "openness-self-host", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "GitHub.com is a proprietary hosted SaaS; there is no evidence of a self-hostable core product (GitHub Enterprise Server, which does exist, is not mentioned anywhere in the pack). Absence of evidence for this applicable capability yields 'none'.", "evidenceIds": [] }, { "productId": "github", "storyId": "org-wide-ci-visibility", "verdict": "partial", "quality": 3, "confidence": "low", "rationale": "GitHub Actions is documented as the CI/CD engine ('Automate...workflows...with GitHub Actions' and 'Ship faster with secure, reliable CI/CD'), implying pipelines exist, but the evidence pack contains no mention of an organization-wide dashboard, insights page, or cross-repo workflow-run visibility feature that a devops-lead would use. Missing for 10: org-level Actions insights/usage dashboard, cross-repo run aggregation, audit/reporting APIs for workflow runs, and any independent corroboration of centralized visibility.", "evidenceIds": [ "github-docs-38", "github-docs-11" ] }, { "productId": "github", "storyId": "org-wide-policy-enforcement", "verdict": "partial", "quality": 6, "confidence": "medium", "rationale": "GitHub provides organization-wide governance levers referenced in the evidence — secret scanning/push protection across the org (github-docs-7, github-docs-15), configurable Copilot policies that apply everywhere Copilot is used (github-docs-53), fine-grained token permission controls (github-docs-18/19/21/42), and CI/CD via Actions (github-docs-11, github-docs-38) — which together let a devops-lead push standards and pipeline behavior broadly. However, the pack lacks explicit evidence of core enforcement mechanisms like org-wide branch protection rules, required status checks/reviews, rulesets, or CODEOWNERS enforcement across repos. Missing for 10: branch protection/rulesets enforcement, required status checks tied to CI/CD gating, CODEOWNERS/required-reviewer policy documentation, and independent confirmation that these policies are consistently enforced at scale.", "evidenceIds": [ "github-docs-7", "github-docs-15", "github-docs-53", "github-docs-11", "github-docs-38", "github-docs-18", "github-docs-19", "github-docs-21", "github-docs-42" ] }, { "productId": "github", "storyId": "package-registry-hosting", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "The evidence pack contains no mention of GitHub Packages, container/npm/Maven/NuGet/RubyGems registries, or any multi-format package publishing/consumption capability — all citations focus on Copilot, Actions, CLI, MCP, and community sentiment. Since this is an applicable axis for a repo-hosting platform but no supporting evidence exists in the pack, it must be scored as 'none'.", "evidenceIds": [] }, { "productId": "github", "storyId": "personal-access-tokens", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "GitHub's docs describe fine-grained personal access tokens, including granting permissions and per-endpoint permission requirements via the X-Accepted-GitHub-Permissions header, confirming first-party support for creating and managing PATs for API authentication. missing for 10: no evidence on the full token lifecycle (e.g., expiration settings, revocation, token audit log) or classic PAT management UI, and no independent/hands-on corroboration of the token management workflow.", "evidenceIds": [ "github-docs-18", "github-docs-19", "github-docs-21", "github-docs-42" ] }, { "productId": "github", "storyId": "privacy-data-residency", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence pack items mention data residency, regional storage options, or geographic data controls for GitHub or Copilot; all evidence covers unrelated Copilot features, CLI, MCP, and community sentiment.", "evidenceIds": [] }, { "productId": "github", "storyId": "privacy-no-training", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence pack item addresses AI training data opt-out or data usage policies for Copilot; only settings/policy pages are mentioned without training-data specifics. Missing for 10: explicit documentation of an opt-out/setting to exclude user data from AI model training, third-party audits or community confirmation of enforcement.", "evidenceIds": [] }, { "productId": "github", "storyId": "privacy-retention-controls", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence in the pack addresses data retention policies, deletion controls, or privacy settings for AI-native features (e.g., Copilot data usage/retention configuration). Only tangential permissions/token docs are present, which do not cover retention or deletion controls.", "evidenceIds": [] }, { "productId": "github", "storyId": "privacy-telemetry-optout", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence in the pack references telemetry opt-out, usage tracking controls, or privacy settings related to data collection; the closest items describe Copilot policy management (github-docs-53) without mentioning telemetry opt-out. This is a fair axis for a developer platform to address, but no supporting evidence exists.", "evidenceIds": [] }, { "productId": "github", "storyId": "project-boards-roadmaps", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "GitHub explicitly markets Projects as a way to 'Organize everything from high-level roadmaps to everyday tasks' and 'Create issues and manage projects with tools that adapt to your code,' directly matching the story, with mobile task assignment also mentioned. Missing for 10: deeper docs on project board views/customization (e.g., roadmap layouts, hierarchies) and independent/hands-on corroboration beyond marketing copy.", "evidenceIds": [ "github-docs-8", "github-docs-12", "github-docs-4" ] }, { "productId": "github", "storyId": "pull-request-workflow", "verdict": "full", "quality": 6, "confidence": "medium", "rationale": "Evidence confirms the pull-request workflow exists and is central to GitHub's Copilot-assisted development flow (agents 'create a pull request when you're ready', 'resolve merge conflicts', and Copilot can 'review your code and provide feedback' with suggested changes), which implies the underlying PR creation/discussion/merge mechanics. However, the pack lacks direct documentation of the core native PR UI itself (opening a PR, review comment threads, approve/merge buttons, conflict resolution UI) independent of Copilot. Missing for 10: first-party docs on PR creation/review UI, merge button and required-review settings, and independent/hands-on confirmation of the review-and-merge process.", "evidenceIds": [ "github-docs-26", "github-docs-25", "github-docs-48" ] }, { "productId": "github", "storyId": "reusable-pipeline-actions", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "GitHub Actions supports pulling in reusable community actions, and the GitHub Marketplace explicitly lists third-party CI/CD apps/actions (Render, Bitrise, Appcircle, Shopify, etc.) that developers can plug into pipelines, backed by official docs on Actions and the Marketplace ecosystem. missing for 10: independent/hands-on developer testimony specifically about reusing marketplace CI/CD actions (evidence is vendor docs/marketplace listings only).", "evidenceIds": [ "github-docs-38", "github-docs-10", "github-docs-35", "github-docs-22", "github-intdir-1", "github-intdir-7", "github-intdir-6" ] }, { "productId": "github", "storyId": "secret-leak-detection", "verdict": "full", "quality": 8, "confidence": "medium", "rationale": "GitHub explicitly advertises secret scanning to 'detect, prevent, and remediate leaked secrets across your organization' and push protection that blocks pushes containing active secrets, directly matching the devops-lead story. missing for 10: independent/hands-on corroboration of remediation workflow at org scale and detail on remediation tooling beyond blocking.", "evidenceIds": [ "github-docs-7", "github-docs-15" ] }, { "productId": "github", "storyId": "self-hosted-ci-runners", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack only shows generic GitHub Actions marketing copy (github-docs-38, github-docs-11) with no documentation of self-hosted or private runner configuration, and the one specific piece of evidence on this topic (github-comm-20) states that GitHub 'still lacks self-hosted runners for organizations,' i.e. contradicts the story rather than supporting it.", "evidenceIds": [ "github-docs-38", "github-docs-11", "github-comm-20" ] }, { "productId": "github", "storyId": "self-hosted-easy-install", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "GitHub.com is a cloud SaaS product; while GitHub Enterprise Server exists as a self-managed option in reality, the evidence pack contains no mention of a self-hosted/on-prem installable instance or any setup/configuration process for it. No docs, quickstarts, or community evidence address self-hosting installation effort, so this axis cannot be credited as delivered.", "evidenceIds": [] }, { "productId": "github", "storyId": "ssh-key-management", "verdict": "full", "quality": 9, "confidence": "high", "rationale": "GitHub's official docs directly cover SSH key generation and adding it to the ssh-agent for authenticating Git operations over SSH, plus confirm SSH is a supported method to access/write repository data. missing for 10: no independent/hands-on corroboration of the SSH setup flow beyond first-party docs.", "evidenceIds": [ "github-docs-33", "github-docs-39", "github-docs-49" ] }, { "productId": "github", "storyId": "third-party-security-tool-integration", "verdict": "partial", "quality": 3, "confidence": "low", "rationale": "Evidence shows GitHub has a general Marketplace for third-party apps/integrations (github-docs-22, github-intdir-*) and native security features like secret scanning, push protection, and Copilot Autofix (github-docs-7, github-docs-14, github-docs-15), but no evidence specifically describes installing third-party security scanning tools directly from a repository's Security tab. Missing for 10: documentation of the Security tab's integration/install UI, examples of third-party scanners (e.g. Snyk, Semgrep) being installed via that tab, and any workflow showing SARIF-based third-party results surfacing there.", "evidenceIds": [ "github-docs-22", "github-docs-7", "github-docs-14", "github-docs-15", "github-intdir-1", "github-intdir-7" ] }, { "productId": "github", "storyId": "two-factor-authentication", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack covers account creation, social login, SSH keys, and fine-grained PAT permissions, but contains no documentation or mention of two-factor authentication setup or enforcement for developer accounts. Without direct evidence for this specific security capability, it cannot be credited despite GitHub being widely known to offer 2FA.", "evidenceIds": [] }, { "productId": "github", "storyId": "yaml-pipeline-authoring", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "GitHub Actions is documented as GitHub's native CI/CD system, explicitly described as letting developers 'automate, customize, and execute software development workflows right in your repository' and 'ship faster with secure, reliable CI/CD' — Actions workflows are the standard code-as-config CI/CD mechanism. Missing for 10: explicit documentation snippet showing YAML workflow syntax itself and independent hands-on confirmation of writing pipeline YAML.", "evidenceIds": [ "github-docs-38", "github-docs-11", "github-comm-18", "github-comm-19" ] }, { "productId": "gitlab", "storyId": "agentic-agent-docs", "verdict": "full", "quality": 9, "confidence": "high", "rationale": "A probe confirms GitLab hosts a live llms.txt at docs.gitlab.com/llms.txt (HTTP 200) with structured documentation content, directly satisfying the story of pointing an agent at agent-oriented docs. This is reinforced by agent-oriented documentation like the Orbit skill for AI coding agents and MCP tool exposure. Missing for 10: independent/community corroboration that agents actually consume this llms.txt successfully in practice.", "evidenceIds": [ "gitlab-probe-1", "gitlab-docs-41", "gitlab-docs-42" ] }, { "productId": "gitlab", "storyId": "agentic-ai-insights", "verdict": "full", "quality": 8, "confidence": "medium", "rationale": "GitLab documents GitLab Duo Chat and Agent Platform features that surface AI-generated insights and suggestions directly from the product's own data — Chat has access to issues, merge requests, commits, and CI/CD pipelines and maintains context (gitlab-docs-48), can answer natural-language queries like finding relevant MRs (gitlab-docs-39), and delegates tasks like code refactoring, security scans, and research to specialized AI agents (gitlab-docs-47). Security findings and agent-driven remediation also surface directly in merge requests/IDEs (gitlab-docs-1, gitlab-docs-29). Missing for 10: independent/hands-on evidence of insight quality or accuracy, and more detail on proactive (vs. query-driven) insight generation.", "evidenceIds": [ "gitlab-docs-1", "gitlab-docs-39", "gitlab-docs-47", "gitlab-docs-48", "gitlab-docs-34", "gitlab-docs-29" ] }, { "productId": "gitlab", "storyId": "agentic-autonomous-automation", "verdict": "full", "quality": 8, "confidence": "medium", "rationale": "GitLab Duo Agent Platform explicitly supports background automation: custom flows/agents run tasks (code refactoring, security scans, research) autonomously in CI/CD pipelines, with sessions tracking execution, governance policies (Allow/Ask/Deny), and human-in-loop approval options — all first-party documented. Missing for 10: independent/hands-on evidence of these autonomous flows actually running unattended in production and more detail on triggering/scheduling mechanisms.", "evidenceIds": [ "gitlab-docs-34", "gitlab-docs-35", "gitlab-docs-36", "gitlab-docs-37", "gitlab-docs-40", "gitlab-docs-44", "gitlab-docs-45", "gitlab-docs-47", "gitlab-docs-24" ] }, { "productId": "gitlab", "storyId": "agentic-builtin-assistant", "verdict": "full", "quality": 9, "confidence": "high", "rationale": "GitLab Duo Agent Platform provides a built-in AI assistant/agent system where users can delegate tasks (code refactoring, security scans, research) to specialized agents and flows, with sessions tracking execution, human-in-the-loop approvals, and governance controls, plus Duo Chat for conversational delegation with project context. Missing for 10: independent hands-on user reports validating real-world reliability/effectiveness of the agent delegation beyond first-party docs.", "evidenceIds": [ "gitlab-docs-47", "gitlab-docs-34", "gitlab-docs-35", "gitlab-docs-36", "gitlab-docs-37", "gitlab-docs-38", "gitlab-docs-39", "gitlab-docs-40", "gitlab-docs-44", "gitlab-docs-45", "gitlab-docs-48", "gitlab-docs-24" ] }, { "productId": "gitlab", "storyId": "agentic-headless", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "GitLab CI/CD is inherently headless automation infrastructure, with REST API for programmatic control, personal access tokens for auth, and Duo Agent Platform explicitly designed to run agents/flows within CI/CD pipelines (via 'Custom flows', 'Sessions' tracking execution) and third-party CLI agents like Kilo integrating directly into CI/CD pipelines. Missing for 10: independent hands-on validation of headless agent runs in CI, and more detail on non-interactive/unattended flow execution specifics.", "evidenceIds": [ "gitlab-docs-30", "gitlab-docs-12", "gitlab-docs-36", "gitlab-docs-37", "gitlab-docs-47", "gitlab-intdir-3", "gitlab-docs-5" ] }, { "productId": "gitlab", "storyId": "agentic-mcp-client", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "The evidence shows GitLab exposing its own functionality as an MCP server (e.g., GitLab Orbit's MCP tools, the official 'mcp_server' doc) and governance policies for tools invoked by connecting clients, but nothing documents the reverse capability—letting a user plug external third-party MCP servers into GitLab's Duo Agent Platform so its own agents/flows can call those tools. Missing for 10: documentation of adding/registering external MCP servers as tool sources for GitLab Duo agents, any UI/config for MCP server URLs within Agent Platform, and independent confirmation that GitLab agents can invoke tools from arbitrary MCP servers.", "evidenceIds": [ "gitlab-docs-42", "gitlab-docs-44", "gitlab-probe-2", "gitlab-docs-35", "gitlab-docs-36" ] }, { "productId": "gitlab", "storyId": "agentic-mcp-server", "verdict": "full", "quality": 8, "confidence": "medium", "rationale": "GitLab documents an official MCP server (gitlab-probe-2) and separately exposes MCP tools via GitLab Orbit for AI agent discovery/invocation (gitlab-docs-42), showing first-party MCP server support for connecting external agents. Missing for 10: independent/hands-on verification of the MCP server's reliability and breadth of tool coverage beyond vendor docs.", "evidenceIds": [ "gitlab-probe-2", "gitlab-docs-42", "gitlab-docs-41" ] }, { "productId": "gitlab", "storyId": "agentic-nl-commands", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "GitLab Duo Chat and the Agent Platform let users issue natural-language requests (e.g. 'Find the merge request about authentication') that trigger context-aware search, agent delegation, and even automated MR/issue creation, backed by first-party docs on Chat context, custom agents/flows, and governance controls. Missing for 10: independent/hands-on validation of natural-language command accuracy and broader coverage showing NL control extends to all major platform actions rather than mainly chat/search and agent triggering.", "evidenceIds": [ "gitlab-docs-39", "gitlab-docs-47", "gitlab-docs-48", "gitlab-docs-1", "gitlab-docs-35", "gitlab-docs-36", "gitlab-docs-40" ] }, { "productId": "gitlab", "storyId": "agentic-official-cli", "verdict": "full", "quality": 8, "confidence": "medium", "rationale": "GitLab documents an official CLI (glab) at docs.gitlab.com/editor_extensions/gitlab_cli, distinct from the general REST API tooling, confirming a first-party CLI exists for interacting with GitLab. Missing for 10: no independent/hands-on corroboration of CLI usability or AI-native workflow specifics, and no detail on CLI feature completeness relative to agentic use cases.", "evidenceIds": [ "gitlab-probe-3", "gitlab-docs-10", "gitlab-docs-12" ] }, { "productId": "gitlab", "storyId": "agentic-public-api", "verdict": "full", "quality": 9, "confidence": "high", "rationale": "GitLab documents a comprehensive REST API with OpenAPI 3.0 spec, interactive docs/testing tool, versioning/deprecation policy, and clear auth via PAT/OAuth2/SSH keys, explicitly positioned for automating workflows and integrations. This is a well-established, mature public API surface that AI agents and third-party tools (e.g., Make's integration module) already use programmatically. Missing for 10: no independent hands-on developer report specifically praising/critiquing the API's ergonomics for AI-agent use cases.", "evidenceIds": [ "gitlab-docs-10", "gitlab-docs-12", "gitlab-docs-15", "gitlab-docs-16", "gitlab-docs-17", "gitlab-supp-openapi-spec", "gitlab-supp-deprecations", "gitlab-docs-5", "gitlab-intdir-5" ] }, { "productId": "gitlab", "storyId": "agentic-scoped-keys", "verdict": "partial", "quality": 6, "confidence": "medium", "rationale": "GitLab supports scoped Personal Access Tokens and OAuth 2.0 credentials for programmatic API access (gitlab-docs-5, gitlab-docs-22, gitlab-docs-17, gitlab-docs-32), and its AI Agent Platform governance docs explicitly describe configuring Allow/Ask/Deny policies for agent tools enforced at execution time plus session/audit monitoring (gitlab-docs-44, gitlab-docs-45), which together support least-privilege credentialing for agents. However, there is no dedicated agent-specific token type or explicit scope list tailored to agent use-cases, and no independent/hands-on corroboration of this workflow. Missing for 10: a first-party doc showing agent-specific token scopes/creation flow, and independent verification that agent credential scoping works as described.", "evidenceIds": [ "gitlab-docs-5", "gitlab-docs-22", "gitlab-docs-32", "gitlab-docs-17", "gitlab-docs-44", "gitlab-docs-45" ] }, { "productId": "gitlab", "storyId": "agentic-sdks", "verdict": "partial", "quality": 4, "confidence": "low", "rationale": "GitLab documents a way to 'Interact programmatically with GitLab' (API access) which implies SDK-style build capability, but the evidence pack never names specific official SDKs (e.g., Python/JS/Go client libraries) or documents their agentic/AI-native use cases explicitly. missing for 10: named official SDK packages/languages, documentation of AI-agent-specific SDK usage, independent developer corroboration of building against these SDKs.", "evidenceIds": [ "gitlab-docs-10" ] }, { "productId": "gitlab", "storyId": "agentic-webhooks", "verdict": "none", "quality": 0, "confidence": "high", "rationale": "The evidence pack covers REST API, personal access tokens, SSH keys, MCP server, and CLI, but contains no mention of webhooks or event subscription mechanisms anywhere. Since webhook subscription is a plausible and common capability for a platform like GitLab, this is a 'none' rather than 'na', but there is simply no supporting evidence.", "evidenceIds": [] }, { "productId": "gitlab", "storyId": "ai-autofix-vulnerabilities", "verdict": "partial", "quality": 6, "confidence": "medium", "rationale": "GitLab explicitly markets AI agents that 'remediate vulnerabilities' via merge requests, and Duo Agent Platform lets users 'delegate...security scans' to specialized agents, with findings surfacing in MRs/IDEs from consolidated scanners (SAST/SCA/DAST). However, evidence is limited to marketing/docs snippets without a detailed workflow description of automatic fix generation-and-apply, no hands-on/independent confirmation of remediation quality or reliability, and human-in-the-loop approval is emphasized (suggesting fixes aren't auto-applied without review). Missing for 10: independent/hands-on verification of auto-generated fix quality, detailed docs on the vulnerability-to-fix pipeline, and confirmation that fixes can be applied without human approval when desired.", "evidenceIds": [ "gitlab-docs-1", "gitlab-docs-2", "gitlab-docs-29", "gitlab-docs-47", "gitlab-docs-40", "gitlab-docs-50" ] }, { "productId": "gitlab", "storyId": "ai-code-review-suggestions", "verdict": "full", "quality": 8, "confidence": "medium", "rationale": "GitLab's Duo Agent Platform explicitly supports AI agents that review code and suggest fixes ('review code while your team stays in control', findings surfaced directly in merge requests) and this is extended by third-party AI code review agents like Greptile and CodeAnt AI integrated into MR workflows. Governance controls (allow/ask/deny, human-in-the-loop approvals) further support this being a real, controllable capability rather than just marketing copy. missing for 10: independent hands-on validation of AI-suggested fixes quality/accuracy in real MR reviews, and more detail on native (non-partner) Duo code review suggestion mechanics.", "evidenceIds": [ "gitlab-docs-1", "gitlab-docs-3", "gitlab-docs-29", "gitlab-docs-47", "gitlab-docs-40", "gitlab-intdir-2", "gitlab-docs-27" ] }, { "productId": "gitlab", "storyId": "ai-first-pass-review-assignment", "verdict": "partial", "quality": 6, "confidence": "medium", "rationale": "GitLab documents AI agents that review code and integrate into merge requests (e.g., 'Agents ... review code while your team stays in control', security findings in MRs, Duo Agent Platform delegating tasks to specialized agents) plus third-party marketplace agents like Greptile and CodeAnt AI explicitly for AI-powered PR/MR review. However, there is no direct documentation showing a first-party workflow to explicitly 'assign' an MR's initial review to an AI reviewer as a reviewer role (vs. automated scanning/chat), so the exact story is only partially evidenced. missing for 10: explicit first-party doc on designating/assigning an AI agent as the primary/initial MR reviewer, and independent hands-on confirmation of turnaround-speed benefit.", "evidenceIds": [ "gitlab-docs-1", "gitlab-docs-29", "gitlab-docs-47", "gitlab-intdir-2", "gitlab-docs-27" ] }, { "productId": "gitlab", "storyId": "api-interactive-docs", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "GitLab documents an interactive OpenAPI-based REST API reference where users can browse and test every endpoint live, seeing the curl command, request URL, and server response, with authentication via personal access tokens or OAuth — directly matching the story of an interactive, runnable API reference. Missing for 10: independent/hands-on corroboration beyond GitLab's own docs, and no explicit AI-native framing (e.g., LLM-consumable examples) tied specifically to this reference tool.", "evidenceIds": [ "gitlab-docs-15", "gitlab-docs-16", "gitlab-docs-17", "gitlab-docs-22", "gitlab-docs-23", "gitlab-supp-openapi-spec", "gitlab-docs-33" ] }, { "productId": "gitlab", "storyId": "api-machine-spec", "verdict": "full", "quality": 9, "confidence": "high", "rationale": "GitLab documents its REST API using OpenAPI 3.0, autogenerated from API code, with the raw spec file available in the monorepo (openapi_v2.yaml), plus an interactive documentation viewer for browsing/testing endpoints. This directly satisfies the machine-readable API spec download story. Missing for 10: no independent/community confirmation of the spec's completeness or ease of direct download outside vendor docs.", "evidenceIds": [ "gitlab-supp-openapi-spec", "gitlab-docs-15", "gitlab-docs-16", "gitlab-docs-33" ] }, { "productId": "gitlab", "storyId": "api-sandbox", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "While GitLab offers CI/CD build-and-test capabilities and an AI agent governance framework (Allow/Ask/Deny policies, session monitoring, human-in-the-loop approvals), the evidence pack contains no mention of a dedicated sandbox/staging environment isolated from production data for AI agents or AI-native testing workflows. Missing for 10: explicit sandbox/staging environment documentation, evidence of production-data isolation for agent test runs, and any hands-on confirmation that AI agent testing doesn't touch production data.", "evidenceIds": [ "gitlab-docs-44", "gitlab-docs-45", "gitlab-docs-40", "gitlab-docs-30" ] }, { "productId": "gitlab", "storyId": "api-versioning-policy", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "GitLab documents its REST API with OpenAPI 3.0 spec autogenerated from code, explicit versioning (v4) with semantic versioning, and a dedicated deprecations page instructing users to review and adapt to upcoming changes ahead of removal. This directly matches the story of versioned APIs with a documented deprecation policy. Missing for 10: no independent/community corroboration of how deprecation policy plays out in practice, and no explicit long-term support timeline details beyond the semantic versioning statement.", "evidenceIds": [ "gitlab-supp-openapi-spec", "gitlab-supp-deprecations", "gitlab-docs-12", "gitlab-docs-15" ] }, { "productId": "gitlab", "storyId": "automated-deployments", "verdict": "full", "quality": 9, "confidence": "high", "rationale": "GitLab CI/CD natively supports build/test/deploy pipelines, with docs on getting started with CI/CD, deployment integrations (Pulumi push-to-deploy, env0 Terraform GitOps, Kubernetes agent for cloud-native deployment/monitoring), and multi-project pipeline orchestration via API. This is core, well-documented GitLab functionality with both first-party docs and ecosystem/partner integrations reinforcing deployment automation. Missing for 10: independent hands-on validation specifically of deployment pipeline reliability (community evidence only covers CI runner/performance issues broadly, not deployment automation itself).", "evidenceIds": [ "gitlab-docs-30", "gitlab-docs-13", "gitlab-intdir-7", "gitlab-intdir-8", "gitlab-docs-46", "gitlab-docs-18" ] }, { "productId": "gitlab", "storyId": "automation-bulk-operations", "verdict": "partial", "quality": 5, "confidence": "medium", "rationale": "GitLab's REST API and CLI expose programmatic access that lets automation manage 'CI/CD processes across multiple projects' and control access 'across your organization,' enabling scripted bulk actions, and the Duo Agent Platform can delegate routine tasks to agents across a codebase. However, there is no explicit documentation of a dedicated bulk-operations endpoint/UI (e.g., bulk-close issues, bulk-update MRs) or evidence of an agent performing large batch operations in one call. Missing for 10: explicit bulk-action API/UI documentation, hands-on evidence of bulk operations at scale, and confirmation that Duo agents can act on many items simultaneously rather than one at a time.", "evidenceIds": [ "gitlab-docs-12", "gitlab-docs-13", "gitlab-docs-14", "gitlab-docs-47", "gitlab-docs-36" ] }, { "productId": "gitlab", "storyId": "automation-rules-engine", "verdict": "partial", "quality": 7, "confidence": "medium", "rationale": "GitLab's CI/CD pipelines are inherently event-driven (triggered by push, merge request, schedule events), and the Duo Agent Platform lets users define 'custom flows' and 'custom agents' that automate team-specific processes, with policies (Allow/Ask/Deny) governing when agent tools execute — a clear rules-on-events automation model beyond simple chat. Missing for 10: explicit documentation of rule/condition syntax (e.g., CI 'rules:' keyword, webhook trigger configuration) and independent/hands-on evidence confirming these AI Agent Platform flows work reliably in practice.", "evidenceIds": [ "gitlab-docs-36", "gitlab-docs-38", "gitlab-docs-47", "gitlab-docs-44", "gitlab-docs-34", "gitlab-docs-8" ] }, { "productId": "gitlab", "storyId": "automation-scheduled-jobs", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack covers CI/CD, agent flows, and API automation broadly, but nothing explicitly documents recurring/scheduled job triggers (e.g., pipeline schedules, cron-based automation, or recurring agent flow runs) for AI-native users.", "evidenceIds": [] }, { "productId": "gitlab", "storyId": "automation-versioned-workflows", "verdict": "partial", "quality": 5, "confidence": "low", "rationale": "GitLab's Duo Agent Platform lets users create custom agents/flows, review execution via session logs, and enforce human-in-the-loop approvals and governance policies (audit logs, allow/ask/deny), which supports review and monitoring of automations. However, there is no explicit documentation of versioning agent/flow definitions or rolling back a previously run automation/flow to an earlier state — this is only implied by GitLab's general git-based/CI-as-code model, not stated for the Agent Platform specifically. Missing for 10: explicit version-history UI for agents/flows, a documented rollback/revert mechanism for automations, and independent evidence of this workflow in practice.", "evidenceIds": [ "gitlab-docs-35", "gitlab-docs-36", "gitlab-docs-37", "gitlab-docs-38", "gitlab-docs-40", "gitlab-docs-44", "gitlab-docs-45" ] }, { "productId": "gitlab", "storyId": "branch-level-permissions", "verdict": "partial", "quality": 3, "confidence": "low", "rationale": "Evidence only vaguely references permission control ('Control user access programmatically to maintain consistent permissions across your organization') and generic auth mechanisms (PATs, SSH keys, OAuth), but the pack contains no documentation of protected branches, CODEOWNERS, project/group role hierarchies, or workspace-level access scoping that would substantiate granular multi-level control. Missing for 10: explicit docs on protected branch rules, group/project role-based permissions, and workspace-level access scoping with independent corroboration.", "evidenceIds": [ "gitlab-docs-14", "gitlab-docs-5", "gitlab-docs-6" ] }, { "productId": "gitlab", "storyId": "change-approval-workflow", "verdict": "partial", "quality": 4, "confidence": "low", "rationale": "GitLab's docs gesture at compliance controls, audit-ready evidence, and customizable workflows for deployment, and even mention 'human in the loop approvals' for Duo Agent Platform sessions, but the evidence pack never explicitly documents core mechanisms like required merge-request approvers, protected branches, or approval gates blocking production deploys. Missing for 10: explicit documentation of merge request approval rules/required approvers, protected branch/environment gating before production, and independent confirmation these controls are enforced in practice.", "evidenceIds": [ "gitlab-docs-20", "gitlab-docs-50", "gitlab-docs-18", "gitlab-docs-24", "gitlab-docs-40" ] }, { "productId": "gitlab", "storyId": "chat-tool-notifications", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence pack items mention Slack, Microsoft Teams, chat notifications, or integrations that sync repository activity to chat tools; evidence focuses on CI/CD, security scanning, REST API, and MCP/CLI docs.", "evidenceIds": [] }, { "productId": "gitlab", "storyId": "cloud-dev-environments", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack contains no mention of GitLab Workspaces, a Web IDE, or any other cloud-based, ready-to-code development environment feature — only CI/CD, API, security scanning, and Duo Agent Platform content, none of which addresses instant cloud dev environments. Since a DevOps platform could plausibly ship such a feature, the axis applies but is unevidenced.", "evidenceIds": [] }, { "productId": "gitlab", "storyId": "code-search", "verdict": "partial", "quality": 4, "confidence": "low", "rationale": "Evidence only shows GitLab Duo Chat can search for relevant merge requests and has access to a project's issues, commits, and CI/CD data (gitlab-docs-39, gitlab-docs-48), which touches on finding commits/MRs conversationally but does not document GitLab's broader code/file search or cross-repository search capability. Missing for 10: explicit documentation of full-text code search, file search, and search scoped across multiple repositories/projects (e.g., an 'Advanced Search' feature), plus independent corroboration of search quality.", "evidenceIds": [ "gitlab-docs-39", "gitlab-docs-48" ] }, { "productId": "gitlab", "storyId": "create-manage-repositories", "verdict": "full", "quality": 9, "confidence": "high", "rationale": "GitLab is a core Git repository hosting platform with documented support for creating/managing repos, SSH/PAT authentication, and Git version control workflows (gitlab-docs-7, 31, 5, 6, 32), plus community evidence confirming real-world repo migration and usage (gitlab-comm-3). Commit history browsing is implicit in its core Git platform functionality and referenced via merge requests/commits in Chat context (gitlab-docs-48). Missing for 10: no explicit dedicated documentation snippet describing the commit-history browsing UI itself, relying on inference from broader platform docs.", "evidenceIds": [ "gitlab-docs-7", "gitlab-docs-31", "gitlab-docs-5", "gitlab-docs-6", "gitlab-docs-32", "gitlab-docs-48", "gitlab-comm-3" ] }, { "productId": "gitlab", "storyId": "cross-platform-self-hosting", "verdict": "partial", "quality": 7, "confidence": "medium", "rationale": "GitLab documents multiple self-hosting install paths: the Linux package for various distros, official Docker images, Helm chart/Operator for Kubernetes/cloud-native deployments, and self-compilation as a fallback for unsupported distros, plus scaling guidance for larger installs. This covers OS flexibility and containerized deployment well, but there is no explicit mention of architecture support (e.g., ARM64 vs x86_64) or non-Linux host OS options. Missing for 10: explicit CPU architecture support details, broader OS coverage beyond Linux, and independent/community confirmation of multi-arch or container deployment success.", "evidenceIds": [ "gitlab-docs-9", "gitlab-docs-21", "gitlab-docs-25", "gitlab-docs-26", "gitlab-docs-11" ] }, { "productId": "gitlab", "storyId": "dependency-update-automation", "verdict": "partial", "quality": 5, "confidence": "medium", "rationale": "GitLab's SCA/Dependency Scanning surfaces vulnerability findings directly in merge requests, and its Duo Agent Platform explicitly states agents can 'turn issues into merge requests, remediate vulnerabilities' (gitlab-docs-1, gitlab-docs-2, gitlab-docs-29), which implies auto-generated MRs to fix vulnerable dependencies. However, there's no explicit documentation of a Dependabot/Renovate-style automatic bot that proactively opens dependency-bump PRs on a schedule — the evidence only shows scan findings appearing in MRs and agent-driven remediation, not a dedicated automated dependency-update workflow. missing for 10: explicit doc of automatic scheduled dependency-update merge requests (Renovate/Dependabot-equivalent), independent/hands-on confirmation of this exact workflow.", "evidenceIds": [ "gitlab-docs-1", "gitlab-docs-2", "gitlab-docs-29" ] }, { "productId": "gitlab", "storyId": "deployment-incident-mapping", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack contains no mention of incident management, incident-to-deployment mapping, or release/change approval gates (e.g., protected environments, deployment approval rules). Only generic compliance-control and audit-evidence claims (gitlab-docs-20) appear, which do not address linking incidents to deployments or requiring approvals before releases.", "evidenceIds": [] }, { "productId": "gitlab", "storyId": "external-ci-cd-integration", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack shows extensive integrations (webhooks, API, third-party security scanners, IaC tools) and a robust REST API for building custom automation, but nothing documents official support for swapping GitLab's native CI/CD engine for an external CI/CD tool (e.g., Jenkins, CircleCI, TravisCI) as a replacement runner/orchestrator. One community note even states third-party CI services like TravisCI generally don't integrate with GitLab, reinforcing the gap. missing for 10: any documentation of connecting/using an external CI/CD orchestrator instead of GitLab's native pipelines, official integration guides for competing CI tools, evidence of webhook-triggered external pipeline execution replacing GitLab CI.", "evidenceIds": [ "gitlab-comm-10", "gitlab-docs-12", "gitlab-intdir-5" ] }, { "productId": "gitlab", "storyId": "flexible-licensing-commitment", "verdict": "partial", "quality": 6, "confidence": "low", "rationale": "gitlab-docs-4 directly claims a single annual commitment with flexible allocation across seat-based and usage-based licensing, matching the story closely, but this is a single first-party marketing line with no independent corroboration, pricing documentation, or hands-on confirmation of how allocation actually works. Missing for 10: detailed pricing/licensing docs explaining mechanics, third-party or customer confirmation, and any evidence of how re-allocation is executed in practice.", "evidenceIds": [ "gitlab-docs-4" ] }, { "productId": "gitlab", "storyId": "git-learning-resources", "verdict": "full", "quality": 8, "confidence": "medium", "rationale": "GitLab docs include a dedicated 'Work with the Git version control system' resource plus related guides (personal access tokens, SSH keys) that teach developers Git fundamentals within the built-in documentation platform. This directly matches the story of accessing built-in resources to learn Git. Missing for 10: independent/community corroboration that developers actually use these docs to learn Git, and more depth on tutorial-style learning content beyond reference docs.", "evidenceIds": [ "gitlab-docs-7", "gitlab-docs-5", "gitlab-docs-6" ] }, { "productId": "gitlab", "storyId": "hosted-ci-runners", "verdict": "partial", "quality": 3, "confidence": "low", "rationale": "The pack only offers a generic docs link ('Build and test your application', gitlab-docs-8) pointing to GitLab CI/CD documentation, with no specific mention of GitLab.com's SaaS-hosted shared runners or the ability to run jobs without managing infrastructure. Community evidence even highlights CI reliability problems ('CI workers did not run' gitlab-comm-1), which weakens confidence rather than confirming hosted-runner ease. Missing for 10: explicit documentation of GitLab.com shared/hosted runners, runner autoscaling, and infra-free operation, plus independent confirmation it works reliably.", "evidenceIds": [ "gitlab-docs-8", "gitlab-comm-1" ] }, { "productId": "gitlab", "storyId": "inline-code-review", "verdict": "partial", "quality": 5, "confidence": "medium", "rationale": "The evidence repeatedly references merge requests as the code-review surface (e.g., security findings appearing directly in merge requests, agents reviewing code, Chat searching for merge requests) which implies GitLab's core online MR review workflow exists, but no citation explicitly documents inline comment threads or replying to review comments. missing for 10: explicit documentation of inline diff comments, comment threading/resolution, and reply workflows within merge requests.", "evidenceIds": [ "gitlab-docs-1", "gitlab-docs-3", "gitlab-docs-29", "gitlab-docs-39", "gitlab-intdir-2" ] }, { "productId": "gitlab", "storyId": "integrated-security-scanning", "verdict": "full", "quality": 9, "confidence": "high", "rationale": "GitLab explicitly documents consolidating SAST, SCA (dependency scanning), Secret Detection, and DAST into one platform, with findings surfacing directly in merge requests and IDEs, plus compliance controls and audit evidence per pipeline — directly matching the devops-lead's consolidation story. Missing for 10: independent/hands-on third-party validation of the combined scanning workflow (only vendor docs are present, no community corroboration specific to security scanning consolidation).", "evidenceIds": [ "gitlab-docs-2", "gitlab-docs-3", "gitlab-docs-29", "gitlab-docs-50", "gitlab-docs-20" ] }, { "productId": "gitlab", "storyId": "ip-allowlisting", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "The evidence pack contains no documentation of IP allowlisting/IP range restriction features for repository access; nothing about network restrictions, IP allowlists, or similar controls appears in the docs or community items.", "evidenceIds": [] }, { "productId": "gitlab", "storyId": "issue-tracking-with-dependencies", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack contains no documentation describing GitLab's issue tracking, milestones, time tracking, or issue dependency features; the only tangential mention is that milestones are importable data from GitHub (a migration detail, not a feature description). Missing for 10: any docs or community evidence on issue creation, milestone planning, time tracking, or linking blocking/dependent issues.", "evidenceIds": [ "gitlab-comm-3" ] }, { "productId": "gitlab", "storyId": "jira-in-app-management", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack contains no mention of external issue tracker integrations (e.g., Jira, Bugzilla) or the ability to view/manage such items inside GitLab's UI; only unrelated topics like importing GitHub issues, APIs, and CI/CD are covered.", "evidenceIds": [] }, { "productId": "gitlab", "storyId": "jira-issue-status-sync", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack contains no documentation of commit-message keyword parsing (e.g., 'Closes #123') that automatically transitions or closes linked issues; only generic platform and API descriptions are present, none referencing this specific capability.", "evidenceIds": [] }, { "productId": "gitlab", "storyId": "large-diff-review", "verdict": "partial", "quality": 5, "confidence": "medium", "rationale": "GitLab docs confirm that security/scanner findings (SAST, SCA, Secret Detection, DAST) appear directly in merge requests, which supports third-party report visibility in the review screen (gitlab-docs-2, gitlab-docs-3). However, there is no evidence specifically addressing large-diff review capabilities (e.g., diff collapsing, file-by-file navigation for large changesets) nor explicit mention of a dedicated 'code quality' report widget distinct from security scanners. Missing for 10: evidence of large-diff handling UX, explicit code-quality (non-security) report integration, and independent/hands-on confirmation.", "evidenceIds": [ "gitlab-docs-2", "gitlab-docs-3" ] }, { "productId": "gitlab", "storyId": "large-scale-reference-architecture", "verdict": "partial", "quality": 6, "confidence": "medium", "rationale": "GitLab documents reference architectures and scaling guidance ('Scale your GitLab installation by using the recommended configurations') plus supporting deployment options (Helm chart/Operator, Docker images, Linux package) that underpin large-scale self-hosted setups. However, there is no explicit mention of specific reference architecture tiers (e.g., 10k/25k/50k users) or benchmarks, and community evidence highlights real operational reliability issues (downtime, failed backups, performance problems) that raise doubts about smooth scaling in practice. Missing for 10: explicit named reference-architecture tiers for tens of thousands of users, third-party validation of scaling at that size, and resolution of community-reported reliability/performance concerns at scale.", "evidenceIds": [ "gitlab-docs-11", "gitlab-docs-21", "gitlab-docs-25", "gitlab-docs-9", "gitlab-comm-1", "gitlab-comm-4", "gitlab-comm-7" ] }, { "productId": "gitlab", "storyId": "marketplace-apps-actions", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "GitLab documents an extensive technology-partners marketplace (AI coding agents like Cursor, Kilo, OpenCode, Greptile; security tools like Semgrep, Trivy; automation via Make with 700+ apps; docs, PM, and chat integrations) plus a dedicated AI Catalog/Agent Platform for discovering and configuring third-party agents/flows and AI models, with governance controls for allow/deny policies. missing for 10: independent/hands-on validation of marketplace install experience and breadth/quality curation beyond vendor listing pages.", "evidenceIds": [ "gitlab-intdir-1", "gitlab-intdir-2", "gitlab-intdir-3", "gitlab-intdir-5", "gitlab-intdir-14", "gitlab-intdir-16", "gitlab-docs-34", "gitlab-docs-35", "gitlab-docs-44" ] }, { "productId": "gitlab", "storyId": "merge-checks-enforcement", "verdict": "partial", "quality": 5, "confidence": "medium", "rationale": "Evidence shows GitLab embeds compliance controls, audit evidence, and security scan results (SAST/DAST/SCA) directly into merge requests, and lets teams customize workflows across the lifecycle — suggesting standardized, customizable gates before merge. However, the pack never explicitly documents core merge-check mechanics like approval rules, required reviewers, or branch protection settings, only their compliance/security-adjacent framing. Missing for 10: explicit merge request approval rules/required approvers documentation, branch protection/push rules details, and independent verification that these checks are enforced as blocking gates.", "evidenceIds": [ "gitlab-docs-20", "gitlab-docs-18", "gitlab-docs-2", "gitlab-docs-3", "gitlab-docs-29", "gitlab-docs-50" ] }, { "productId": "gitlab", "storyId": "migration-tooling", "verdict": "partial", "quality": 5, "confidence": "medium", "rationale": "Community evidence confirms GitLab has a GitHub importer that migrates repos, issues, PRs, wikis, labels and comments (gitlab-comm-3), and partner directory lists third-party services like Relokia and Unito for migrating from other platforms/PM tools (gitlab-intdir-12, gitlab-intdir-13). However there's no first-party documentation in the pack describing GitLab's own self-managed-to-SaaS migration tooling or user/account migration specifics. Missing for 10: official GitLab docs on bulk/group migration between self-managed and GitLab.com, user account migration details, and independent hands-on validation of a full self-hosted-to-cloud migration.", "evidenceIds": [ "gitlab-comm-3", "gitlab-intdir-12", "gitlab-intdir-13", "gitlab-docs-9" ] }, { "productId": "gitlab", "storyId": "mobile-task-management", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence pack item mentions a mobile app, mobile-optimized UI, or mobile-specific workflow for managing projects or assigning tasks; all cited capabilities (API, CLI, Duo Agent Platform, integrations) are desktop/web/CI-oriented. Missing for 10: any mention of a native or mobile-web GitLab app, mobile task assignment, or mobile project management workflow.", "evidenceIds": [] }, { "productId": "gitlab", "storyId": "openness-api-parity", "verdict": "partial", "quality": 7, "confidence": "medium", "rationale": "GitLab documents a comprehensive REST API (with OpenAPI spec, interactive docs, versioning/deprecation policy) covering CI/CD, permissions, projects, and more, explicitly positioned for programmatic automation of workflows — plus an official CLI and MCP server extending API-driven access. However, there's no explicit vendor claim or evidence of full UI/API parity (e.g., some newer Agent Platform/UI-only settings, admin toggles) — missing for 10: an explicit parity statement or audit confirming every UI action has an API equivalent, and independent/community verification of this specific claim.", "evidenceIds": [ "gitlab-docs-12", "gitlab-docs-15", "gitlab-docs-16", "gitlab-docs-17", "gitlab-supp-openapi-spec", "gitlab-supp-deprecations", "gitlab-docs-13", "gitlab-docs-14", "gitlab-probe-2", "gitlab-probe-3" ] }, { "productId": "gitlab", "storyId": "openness-full-export", "verdict": "partial", "quality": 5, "confidence": "medium", "rationale": "GitLab's Git-based architecture (gitlab-docs-7) and REST API (gitlab-docs-12,15) let users programmatically extract issues, MRs, and code, and self-hosting options (Docker/Helm/Linux package, gitlab-docs-9,21,25) mean users aren't locked into GitLab.com. However, the evidence never cites GitLab's dedicated project/group export-import feature or documentation guaranteeing full data export in open formats, and community notes only describe importing data into GitLab, not exporting out. Missing for 10: explicit documentation of a full project/group data export feature, confirmation of open/portable export formats, and independent verification that a complete migration-out is straightforward.", "evidenceIds": [ "gitlab-docs-7", "gitlab-docs-12", "gitlab-docs-15", "gitlab-docs-9", "gitlab-docs-21", "gitlab-comm-3" ] }, { "productId": "gitlab", "storyId": "openness-open-license", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The axis clearly applies (a DevOps platform's source licensing is a fair comparison point), but nothing in the evidence pack documents GitLab's source code being available under an open license (e.g., no mention of the Community Edition repo, MIT license, or open-source status). Community items reference transparency in incident handling, not source-code licensing.", "evidenceIds": [] }, { "productId": "gitlab", "storyId": "openness-self-host", "verdict": "full", "quality": 9, "confidence": "high", "rationale": "GitLab's core product is explicitly documented as self-hostable via multiple official methods: Linux package (gitlab-docs-9), Docker images (gitlab-docs-25), Helm chart/Operator for Kubernetes (gitlab-docs-21), self-compilation (gitlab-docs-26), and scaling reference architectures (gitlab-docs-11). Community evidence corroborates real-world self-hosted usage (gitlab-comm-2 mentions a private self-hosted instance at work). Missing for 10: independent verification that newer AI/Duo Agent Platform features have full parity when self-managed vs. SaaS.", "evidenceIds": [ "gitlab-docs-9", "gitlab-docs-21", "gitlab-docs-25", "gitlab-docs-26", "gitlab-docs-11", "gitlab-comm-2" ] }, { "productId": "gitlab", "storyId": "org-wide-ci-visibility", "verdict": "partial", "quality": 5, "confidence": "low", "rationale": "Evidence shows GitLab enables cross-project CI/CD management via API (gitlab-docs-13), compliance controls and audit evidence collected 'in every pipeline' (gitlab-docs-20), and Duo Chat that has access to CI/CD pipeline context (gitlab-docs-48), suggesting some organization-wide CI/CD oversight capability. However, there is no explicit evidence of a dedicated centralized CI/CD dashboard, pipeline analytics view, or org/group-level pipeline status reporting UI. Missing for 10: a documented CI/CD dashboard or analytics view aggregating pipeline runs across projects/groups, independent/hands-on confirmation of such visibility, and detail on how audit-ready pipeline evidence is surfaced centrally.", "evidenceIds": [ "gitlab-docs-13", "gitlab-docs-20", "gitlab-docs-48", "gitlab-docs-50" ] }, { "productId": "gitlab", "storyId": "org-wide-policy-enforcement", "verdict": "full", "quality": 8, "confidence": "high", "rationale": "GitLab provides explicit governance tooling: compliance controls with automatic audit-ready evidence per pipeline (gitlab-docs-20), consolidated SAST/DAST/SCA/Secret Detection across the platform enforced in CI/CD and MRs (gitlab-docs-2, gitlab-docs-29, gitlab-docs-50), APIs to manage CI/CD and permissions consistently across projects/orgs (gitlab-docs-13, gitlab-docs-14), and AI-agent-specific governance (Allow/Ask/Deny policies, audit logs, session monitoring) that extends policy enforcement to new AI workflows (gitlab-docs-44, gitlab-docs-45). This directly matches a devops-lead's need to standardize CI/CD and coding policy across teams/repos at scale. Missing for 10: independent/hands-on validation of policy enforcement at scale (e.g., third-party case study or audit report) and more detail on cross-project policy templates/compliance frameworks beyond marketing copy.", "evidenceIds": [ "gitlab-docs-20", "gitlab-docs-2", "gitlab-docs-29", "gitlab-docs-50", "gitlab-docs-13", "gitlab-docs-14", "gitlab-docs-44", "gitlab-docs-45" ] }, { "productId": "gitlab", "storyId": "package-registry-hosting", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "The evidence pack contains no mention of GitLab's Package Registry or support for multiple package formats (npm, Maven, PyPI, Docker, etc.) that would let a maintainer publish and consume packages across formats from one platform; all citations focus on CI/CD, security scanning, AI agents, and integrations. missing for 10: any documentation of the Package Registry, supported package formats, publish/consume workflows, or package-registry API endpoints.", "evidenceIds": [] }, { "productId": "gitlab", "storyId": "personal-access-tokens", "verdict": "full", "quality": 8, "confidence": "medium", "rationale": "GitLab's docs explicitly cover personal access tokens as a dedicated authentication mechanism (gitlab-docs-5), with usage shown in API auth flows (gitlab-docs-22) and support for HTTP Bearer/OAuth2 alongside PATs (gitlab-docs-17). This directly matches the developer story of generating/managing PATs for platform authentication. Missing for 10: no hands-on/community evidence confirming token management UX (expiration, scopes, rotation) works smoothly in practice, and no independent corroboration beyond first-party docs.", "evidenceIds": [ "gitlab-docs-5", "gitlab-docs-22", "gitlab-docs-17" ] }, { "productId": "gitlab", "storyId": "privacy-data-residency", "verdict": "partial", "quality": 3, "confidence": "low", "rationale": "Evidence shows GitLab can be self-managed (Linux package, Docker images, Helm chart, self-compile) which implicitly lets an organization control where its instance and data physically reside, and mentions compliance/audit controls, but there is no explicit documentation of a GitLab.com SaaS region/residency selection feature or dedicated data-residency guarantee. missing for 10: explicit SaaS region-selection or data-residency policy documentation, evidence of enterprise data-residency add-on, independent confirmation of residency guarantees.", "evidenceIds": [ "gitlab-docs-9", "gitlab-docs-21", "gitlab-docs-25", "gitlab-docs-26", "gitlab-docs-20" ] }, { "productId": "gitlab", "storyId": "privacy-no-training", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence pack item addresses opting out of AI model training on user data, data usage policies for Duo/AI features, or any privacy controls specific to training-data exclusion; the AI governance items ([gitlab-docs-44], [gitlab-docs-45]) cover tool permissions and monitoring, not training data usage.", "evidenceIds": [] }, { "productId": "gitlab", "storyId": "privacy-retention-controls", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "The evidence pack mentions AI governance features like Allow/Ask/Deny policies and audit logging (gitlab-docs-44, gitlab-docs-45) but contains no documentation of data retention periods, opt-out/deletion controls, or data handling policies specific to AI/Duo features or chat/session data. No evidence shows a user can configure or delete stored AI interaction data.", "evidenceIds": [] }, { "productId": "gitlab", "storyId": "privacy-telemetry-optout", "verdict": "none", "quality": 0, "confidence": "low", "rationale": "No evidence pack item discusses telemetry collection, usage tracking, or an opt-out/opt-in mechanism for GitLab or its AI/Duo features; ai-governance docs mention audit logs and policies but not telemetry opt-out. Missing for 10: any documentation of telemetry data collection scope, opt-out settings, or usage tracking controls.", "evidenceIds": [] }, { "productId": "gitlab", "storyId": "project-boards-roadmaps", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack contains no concrete documentation of GitLab's project boards, epics, or roadmap features; only a single generic marketing mention of 'planning' appears in a broader lifecycle tagline (gitlab-docs-19), with no detail on issue boards, milestones, or roadmap views. This is insufficient to demonstrate the story's capability.", "evidenceIds": [ "gitlab-docs-19" ] }, { "productId": "gitlab", "storyId": "pull-request-workflow", "verdict": "full", "quality": 7, "confidence": "high", "rationale": "Merge requests are referenced pervasively across the evidence pack as the core collaboration unit — security findings, Chat search, third-party integrations (Notion, PagerDuty), and GitHub-import parity all treat MRs as the central discuss/review/merge construct, and gitlab-comm-3 confirms PR/MR review comments and workflow parity with GitHub. Missing for 10: a dedicated first-party doc excerpt walking through creating/discussing/approving/merging an MR (approvals, threads, merge rules) rather than only peripheral mentions.", "evidenceIds": [ "gitlab-docs-1", "gitlab-docs-3", "gitlab-docs-29", "gitlab-docs-39", "gitlab-docs-48", "gitlab-intdir-18", "gitlab-intdir-11", "gitlab-comm-3" ] }, { "productId": "gitlab", "storyId": "reusable-pipeline-actions", "verdict": "partial", "quality": 5, "confidence": "medium", "rationale": "Evidence shows numerous third-party/partner tools that plug directly into GitLab CI/CD pipelines (Semgrep, Aqua Trivy as default scanner, DigiCert code signing, env0 Terraform, Pulumy push-to-deploy) and a community 'AI Catalog' of agents/flows built by GitLab and community members, indicating reusable pipeline integrations exist. However there's no explicit mention of GitLab's dedicated CI/CD component/action marketplace (e.g., a 'CI/CD Catalog' of reusable YAML components analogous to GitHub Actions Marketplace), so the story is only partly evidenced. Missing for 10: explicit documentation of a reusable CI/CD components/actions catalog, examples of importing a community pipeline template, and independent developer confirmation of reuse workflow.", "evidenceIds": [ "gitlab-intdir-14", "gitlab-intdir-15", "gitlab-intdir-7", "gitlab-intdir-8", "gitlab-intdir-16", "gitlab-docs-34" ] }, { "productId": "gitlab", "storyId": "secret-leak-detection", "verdict": "partial", "quality": 5, "confidence": "low", "rationale": "GitLab's docs mention Secret Detection as part of a consolidated scanning platform with findings surfacing in merge requests/IDEs, which supports detection of leaked secrets, but there is no specific evidence of organization-wide scanning across all repos, remediation workflows (revocation, rotation, historic commit scrubbing), or any alerting/dashboard for leaked secrets specifically. Missing for 10: org-wide/cross-repo secret scanning details, concrete remediation workflow (auto-revoke, git history purge), independent/hands-on validation of Secret Detection efficacy.", "evidenceIds": [ "gitlab-docs-2", "gitlab-docs-3" ] }, { "productId": "gitlab", "storyId": "self-hosted-ci-runners", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack discusses GitLab CI/CD generally (build/test, multi-project CI/CD management) and self-hosting the GitLab instance itself (Linux package, Docker images, Helm chart), but never mentions GitLab Runners, runner registration, or private/self-hosted runner configuration — the specific capability the story asks about is unevidenced here.", "evidenceIds": [ "gitlab-docs-8", "gitlab-docs-13", "gitlab-docs-9", "gitlab-docs-21", "gitlab-docs-25", "gitlab-docs-26" ] }, { "productId": "gitlab", "storyId": "self-hosted-easy-install", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "GitLab explicitly documents an omnibus 'Linux package' that 'includes services and tools to install GitLab without laborious configuration,' plus alternate self-managed paths (Docker images, Helm chart/Operator for cloud-native, self-compile) and scaling guidance, directly matching the devops-lead's self-hosting install story. Missing for 10: independent/hands-on confirmation that the install is actually low-effort in practice, and no step-count/time-to-install evidence beyond vendor docs.", "evidenceIds": [ "gitlab-docs-9", "gitlab-docs-11", "gitlab-docs-21", "gitlab-docs-25", "gitlab-docs-26" ] }, { "productId": "gitlab", "storyId": "ssh-key-management", "verdict": "full", "quality": 7, "confidence": "medium", "rationale": "GitLab documents SSH key setup as a first-party feature (gitlab-docs-6) alongside Git version control support (gitlab-docs-7), confirming the core capability for developers to authenticate via SSH. Missing for 10: no detailed walkthrough content in the pack (e.g., key generation steps, troubleshooting), and no independent/community corroboration of SSH auth working reliably in practice.", "evidenceIds": [ "gitlab-docs-6", "gitlab-docs-7" ] }, { "productId": "gitlab", "storyId": "third-party-security-tool-integration", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "Evidence shows GitLab consolidates its own built-in scanners (SAST, SCA, Secret Detection, DAST) into one platform rather than offering a marketplace/security tab for installing third-party scanning integrations. No mention of a security tab UI for adding third-party scanners exists in the evidence pack.", "evidenceIds": [ "gitlab-docs-2", "gitlab-docs-3" ] }, { "productId": "gitlab", "storyId": "two-factor-authentication", "verdict": "none", "quality": 0, "confidence": "medium", "rationale": "The evidence pack covers personal access tokens, SSH keys, and various security scanning features (SAST/DAST) but contains no mention of two-factor authentication (2FA/MFA) setup or enforcement for developer accounts. Missing for 10: any documentation of 2FA/MFA enrollment, enforcement policies, or authenticator app support.", "evidenceIds": [] }, { "productId": "gitlab", "storyId": "yaml-pipeline-authoring", "verdict": "partial", "quality": 3, "confidence": "low", "rationale": "Evidence only vaguely references CI/CD capability (e.g., 'Build and test your application', 'Manage CI/CD processes across multiple projects with precision') but never explicitly confirms YAML-based pipeline definition (e.g., .gitlab-ci.yml syntax) or documents its structure. missing for 10: explicit mention of .gitlab-ci.yml YAML pipeline definition, pipeline syntax examples, and independent corroboration of YAML-as-code CI/CD authoring.", "evidenceIds": [ "gitlab-docs-8", "gitlab-docs-13", "gitlab-docs-18", "gitlab-docs-24" ] } ]