Rank #1 of 6 in Vibe-Coding App Builders
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Verified integrations
Connections to other tracked products — hover a chip for the verbatim evidence quote behind it.
By theme — the product's score on each story themeBy theme
Agenticness — how well agents can access and operate the productAgenticnessevidence →
How well agents can access and operate the product
Automation depth — how much of the product can run unattendedAutomation depthevidence →
How much of the product can run unattended
Backend data — stories about backend data in this arenaBackend dataevidence →
Stories about backend data in this arena
Code ownership — stories about code ownership in this arenaCode ownershipevidence →
Stories about code ownership in this arena
Collaboration teams — stories about collaboration teams in this arenaCollaboration teamsevidence →
Stories about collaboration teams in this arena
Deploy domains — stories about deploy domains in this arenaDeploy domainsevidence →
Stories about deploy domains in this arena
Iteration editing — stories about iteration editing in this arenaIteration editingevidence →
Stories about iteration editing in this arena
Openness — open source, data portability, and self-hosting storiesOpennessevidence →
Open source, data portability, and self-hosting stories
Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limitsevidence →
Free-tier ceilings, usage caps, and rate limits before you have to pay
Privacy posture — data-handling and privacy storiesPrivacy postureevidence →
Data-handling and privacy stories
Prompt to app — stories about prompt to app in this arenaPrompt to appevidence →
Stories about prompt to app in this arena
Templates ecosystem — stories about templates ecosystem in this arenaTemplates ecosystemevidence →
Stories about templates ecosystem in this arena
Story verdicts — every judged story with its evidenceStory verdicts
What’s free: 1 free · 0 paid · 0 enterprise · 24 not stated in evidence
Follow the green: where the map greys out is where Lovable stops today. ✓ full · ~ partial · ! disputed · — none · n/a not applicable.
Agenticness — how well agents can access and operate the productAgenticness
How well agents can access and operate the product
API surface
Drive the product through a documented public API
✓8/10
unlocks → Webhooks · Official SDKs · Machine-readable spec · Versioning policy · Official CLI
Subscribe to events via webhooks
—–
Build against official SDKs
—0/10
Issue scoped/least-privilege API credentials for an agent
~4/10
unlocks → Autonomous automations
Connect an agent via an official MCP server
✓8/10
Download a machine-readable API spec (OpenAPI or equivalent)
—0/10
Rely on versioned APIs with a documented deprecation policy
—0/10
Test against a sandbox environment without touching production data
~4/10
Explore an interactive API reference with runnable examples
n/an/a
Docs for agents
Point an agent at llms.txt or agent-oriented docs
✓9/10
Agentic features
Delegate tasks to a built-in AI assistant inside the product
✓8/10
unlocks → AI insights
Operate the product with natural-language commands
✓9/10
unlocks → Autonomous automations
Plug MCP servers into this product so it can use their tools
✓8/10
Get AI-generated insights and suggestions from my data inside the product
—0/10
Set up automations that run autonomously in the background
—0/10
Automation depth — how much of the product can run unattendedAutomation depth
How much of the product can run unattended
Backend data — stories about backend data in this arenaBackend data
Stories about backend data in this arena
Add AI features like LLM calls and agents to my generated app without managing provider keys myself
✓8/10
Add user sign-up and login (email, social providers) scaffolded by the builder
✓9/10
Get a database provisioned and wired into my app without leaving the builder
✓8/10
Have the platform review my generated app for security issues before it goes live
✓7/10
Add server-side functions and third-party integrations like payments and email from the builder
~6/10
Code ownership — stories about code ownership in this arenaCode ownership
Stories about code ownership in this arena
Collaboration teams — stories about collaboration teams in this arenaCollaboration teams
Stories about collaboration teams in this arena
Deploy domains — stories about deploy domains in this arenaDeploy domains
Stories about deploy domains in this arena
Iteration editing — stories about iteration editing in this arenaIteration editing
Stories about iteration editing in this arena
Connect my own coding agent to the project so it drives the builder alongside or instead of the built-in one
✓7/10
Open and edit the generated source code directly inside the builder
!5/10
Interact with a live preview of my app while building, before publishing
✓8/10
Refine my app through follow-up prompts without breaking what already works
~5/10
Select an element and edit its text, style, or layout directly without a prompt round-trip
—0/10
Openness — open source, data portability, and self-hosting storiesOpenness
Open source, data portability, and self-hosting stories
Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits
Free-tier ceilings, usage caps, and rate limits before you have to pay
Privacy posture — data-handling and privacy storiesPrivacy posture
Data-handling and privacy stories
Prompt to app — stories about prompt to app in this arenaPrompt to app
Stories about prompt to app in this arena
Templates ecosystem — stories about templates ecosystem in this arenaTemplates ecosystem
Stories about templates ecosystem in this arena
Sorted by importance (agentic first) (high → low) · 52/52 stories · click a row’s chevron for the rationale and evidence
Connect an agent via an official MCP server G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | full | 8/10 | Cclaimed | |
Delegate tasks to a built-in AI assistant inside the product G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | full | 8/10 | Xcommunity | |
Drive the product through a documented public API G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | full | 8/10 | Tprobed | |
Plug MCP servers into this product so it can use their tools G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | full | 8/10 | Cclaimed | |
Operate the product with natural-language commands G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | full | 9/10 | Xcommunity | |
Point an agent at llms.txt or agent-oriented docs G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | full | 9/10 | Tprobed | |
Issue scoped/least-privilege API credentials for an agent G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | partial | 4/10 | Cclaimed | |
Run the product headlessly / in CI for automation G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | partial | 3/10 | Cclaimed | |
Build against official SDKs G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Download a machine-readable API spec (OpenAPI or equivalent) G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Explore an interactive API reference with runnable examples G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | 0/10 | ||
Get AI-generated insights and suggestions from my data inside the product G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Rely on versioned APIs with a documented deprecation policy G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Set up automations that run autonomously in the background G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Subscribe to events via webhooks G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | untested | none yet | |
Use an official CLI G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | untested | none yet | |
Test against a sandbox environment without touching production data G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 1 | partial | 4/10 | Cclaimed | |
Add user sign-up and login (email, social providers) scaffolded by the builder C Auth | developer | Backend data — stories about backend data in this arenaBackend data | 3 | full | 9/10 | Cclaimed | |
Publish my app to a live URL in one step C Publish | founder | Deploy domains — stories about deploy domains in this arenaDeploy domains | 3 | full | 9/10 | Cclaimed | |
Export the full source code and run or host the app outside the platform G Export | developer | Code ownership — stories about code ownership in this arenaCode ownership | 3 | full | 8/10 | Xcommunity | |
Generate both frontend UI and backend logic from a single prompt C Generation | developer | Prompt to app — stories about prompt to app in this arenaPrompt to app | 3 | full | 8/10 | Xcommunity | |
Get a database provisioned and wired into my app without leaving the builder C Database | developer | Backend data — stories about backend data in this arenaBackend data | 3 | full | 8/10 | Cclaimed | |
Sync my project to my own GitHub repository and keep changes flowing both ways C Git sync | developer | Code ownership — stories about code ownership in this arenaCode ownership | 3 | full | 8/10 | Cclaimed | |
Describe an app in natural language and get a working full-stack application C Generation | founder | Prompt to app — stories about prompt to app in this arenaPrompt to app | 3 | partial | 7/10 | Xcommunity | |
Export all of my data in open formats and leave G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 3 | partial | 6/10 | Cclaimed | |
Generate and manage apps programmatically through a platform API C Programmatic generation | ai-native user | Prompt to app — stories about prompt to app in this arenaPrompt to app | 3 | partial | 6/10 | Tprobed | |
Refine my app through follow-up prompts without breaking what already works C Prompt iteration | founder | Iteration editing — stories about iteration editing in this arenaIteration editing | 3 | partial | 5/10 | Xcommunity | |
Self-host the core product G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 3 | none | 0/10 | ||
Define rules that trigger actions automatically on events G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 3 | n/a | untested | none yet | |
Prevent my data from being used to train AI models G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 3 | none | untested | none yet | |
Add AI features like LLM calls and agents to my generated app without managing provider keys myself C Ai features | ai-native user | Backend data — stories about backend data in this arenaBackend data | 2 | full | 8/10 | Cclaimed | |
Connect a custom domain to my published app C Domains | founder | Deploy domains — stories about deploy domains in this arenaDeploy domains | 2 | full | 8/10 | Cclaimed | |
Interact with a live preview of my app while building, before publishing C Preview | founder | Iteration editing — stories about iteration editing in this arenaIteration editing | 2 | full | 8/10 | Cclaimed | |
My team can work on the same project together in a shared workspace C Collaboration | founder | Collaboration teams — stories about collaboration teams in this arenaCollaboration teams | 2 | full | 8/10 | Cclaimed | |
Work on the app locally with my own editor and tooling and push changes back to the platform G Export | developer | Code ownership — stories about code ownership in this arenaCode ownership | 2 | full | 8/10 | Cclaimed | |
Connect my own coding agent to the project so it drives the builder alongside or instead of the built-in one C Agent integration | ai-native user | Iteration editing — stories about iteration editing in this arenaIteration editing | 2 | full | 7/10 | Cclaimed | |
Have the platform review my generated app for security issues before it goes live C Security | developer | Backend data — stories about backend data in this arenaBackend data | 2 | full | 7/10 | Xcommunity | |
Add server-side functions and third-party integrations like payments and email from the builder C Server logic | developer | Backend data — stories about backend data in this arenaBackend data | 2 | partial | 6/10 | Cclaimed | |
Do everything through the API that I can do in the UI G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 2 | partial | 5/10 | Tprobed | |
Open and edit the generated source code directly inside the builder C Code editing | developer | Iteration editing — stories about iteration editing in this arenaIteration editing | 2 | disputed | 5/10 | Dcontradicted | |
Start from a template or community project instead of a blank prompt C Templates | founder | Templates ecosystem — stories about templates ecosystem in this arenaTemplates ecosystem | 2 | partialfree | 5/10 | Cclaimed | |
Understand what credits or tokens each action consumes and what my plan includes G Pricing | founder | Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits | 2 | partial | 5/10 | Cclaimed | |
Choose where my data is stored (region/residency) G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | partial | 4/10 | Cclaimed | |
Import a Figma file or existing design and have the builder implement it G Design import | designer | Prompt to app — stories about prompt to app in this arenaPrompt to app | 2 | none | 0/10 | ||
Select an element and edit its text, style, or layout directly without a prompt round-trip C Visual editing | designer | Iteration editing — stories about iteration editing in this arenaIteration editing | 2 | none | 0/10 | ||
Control data retention and deletion G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | none | untested | none yet | |
Opt out of telemetry and usage tracking G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | none | untested | none yet | |
Perform bulk operations across many items at once G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 2 | none | untested | none yet | |
Read the product's source under an open license G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 2 | n/a | untested | none yet | |
Schedule recurring jobs or workflows G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 2 | none | untested | none yet | |
Deploy the generated app to an external host or my own infrastructure C Publish | developer | Deploy domains — stories about deploy domains in this arenaDeploy domains | 1 | partial | 6/10 | Cclaimed | |
Version, review, and roll back my automations G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 1 | partial | 5/10 | Cclaimed |
Opportunities — the stories that would move this product's scores, from its own judged verdictsOpportunitiestop 8 of 29 stories with headroom
What would move Lovable’s scores — derived from its own judged verdicts, biggest headroom first. Each line quotes what the judge found missing; shipping it (or evidencing it publicly) is the fix.
Openness — open source, data portability, and self-hosting storiesSelf-host the core product
nonemoves PA Scoreimpact 30
Lovable is presented throughout its docs as a fully hosted SaaS (Cloud backend, hosted publish/deploy, workspace plans) with no mention of a self-hostable core product, on-prem deployment, or open-source distribution; you can only export/download generated app code, not the Lovable platform itself.
Privacy posture — data-handling and privacy storiesPrevent my data from being used to train AI models
nonemoves PA Scoreimpact 30
Missing: any documentation on training data opt-out, privacy policy statements, or enterprise data-handling guarantees regarding model training.
Agenticness — how well agents can access and operate the productGet AI-generated insights and suggestions from my data inside the product
nonemoves Built-in AIimpact 30
Lovable's docs describe database creation, SQL querying, and AI connectors for building AI features into apps, but there is no evidence that Lovable itself analyzes a user's data and proactively surfaces AI-generated insights or suggestions inside the product experience.
Agenticness — how well agents can access and operate the productSet up automations that run autonomously in the background
nonemoves Built-in AIimpact 30
Lovable's Build/Agent mode executes tasks end-to-end but only when explicitly invoked by a user prompt (docs-4, docs-29, docs-30), not as a background/scheduled automation.
Agenticness — how well agents can access and operate the productUse an official CLI
nonemoves agent-readyimpact 30
The evidence pack covers Lovable's web app, desktop app, mobile app, MCP server integrations, Git sync, and API-based URL building, but no official CLI tool is mentioned anywhere in the docs or community evidence.
Agenticness — how well agents can access and operate the productBuild against official SDKs
nonemoves agent-readyimpact 30
Missing: dedicated SDK packages/docs, published API reference, and independent confirmation of programmatic SDK usage.
Agenticness — how well agents can access and operate the productSubscribe to events via webhooks
nonemoves agent-readyimpact 30
Lovable's docs describe it acting as an MCP client/server, database/backend features, and integrations (GitHub, Slack, ClickHouse), but there is no evidence of a webhook subscription mechanism for external systems to receive events from Lovable projects or the platform itself.
Agenticness — how well agents can access and operate the productDownload a machine-readable API spec (OpenAPI or equivalent)
nonemoves API qualityimpact 30
Lovable is an app-building platform, not an API-first product, but a machine-readable API spec is still a fair ask for AI-native consumption of its own API/MCP surface; the probe explicitly found all OpenAPI candidate paths returning 404, and no docs mention an OpenAPI or equivalent machine-readable spec being downloadable.
Showing the top 8 of 29 — every none/partial verdict in the story verdicts table is headroom.
Think a verdict is wrong? Every verdicts-table row has a Flag link — see the methodology.
Coverage map — which docs area, API section, or community source covers which judged storiesCoverage map8 surfaces · 34 covered stories
Where the cited evidence behind each covered verdict came from — the same citations the verdicts table shows, no extra judging.
Features docs21 stories
- Run the product headlessly / in CI for automation
- Connect an agent via an official MCP server
- Issue scoped/least-privilege API credentials for an agent
- Delegate tasks to a built-in AI assistant inside the product
- Operate the product with natural-language commands
- Test against a sandbox environment without touching production data
- Add AI features like LLM calls and agents to my generated app without managing provider keys myself
- Add user sign-up and login (email, social providers) scaffolded by the builder
- Get a database provisioned and wired into my app without leaving the builder
- Have the platform review my generated app for security issues before it goes live
- Add server-side functions and third-party integrations like payments and email from the builder
- My team can work on the same project together in a shared workspace
- Connect a custom domain to my published app
- Deploy the generated app to an external host or my own infrastructure
- Publish my app to a live URL in one step
- Open and edit the generated source code directly inside the builder
- Interact with a live preview of my app while building, before publishing
- Refine my app through follow-up prompts without breaking what already works
- Export all of my data in open formats and leave
- Generate both frontend UI and backend logic from a single prompt
- Describe an app in natural language and get a working full-stack application
Integrations docs16 stories
- Point an agent at llms.txt or agent-oriented docs
- Run the product headlessly / in CI for automation
- Plug MCP servers into this product so it can use their tools
- Connect an agent via an official MCP server
- Drive the product through a documented public API
- Test against a sandbox environment without touching production data
- Version, review, and roll back my automations
- Add server-side functions and third-party integrations like payments and email from the builder
- Export the full source code and run or host the app outside the platform
- Work on the app locally with my own editor and tooling and push changes back to the platform
- Sync my project to my own GitHub repository and keep changes flowing both ways
- Deploy the generated app to an external host or my own infrastructure
- Connect my own coding agent to the project so it drives the builder alongside or instead of the built-in one
- Do everything through the API that I can do in the UI
- Export all of my data in open formats and leave
- Generate and manage apps programmatically through a platform API
Hacker News8 stories
- Delegate tasks to a built-in AI assistant inside the product
- Operate the product with natural-language commands
- Have the platform review my generated app for security issues before it goes live
- Export the full source code and run or host the app outside the platform
- Open and edit the generated source code directly inside the builder
- Refine my app through follow-up prompts without breaking what already works
- Generate both frontend UI and backend logic from a single prompt
- Describe an app in natural language and get a working full-stack application
Introduction docs8 stories
- Issue scoped/least-privilege API credentials for an agent
- Have the platform review my generated app for security issues before it goes live
- Sync my project to my own GitHub repository and keep changes flowing both ways
- My team can work on the same project together in a shared workspace
- Publish my app to a live URL in one step
- Understand what credits or tokens each action consumes and what my plan includes
- Choose where my data is stored (region/residency)
- Start from a template or community project instead of a blank prompt
OpenAPI spec3 stories
docs.lovable.dev3 stories
Claims vs evidence — vendor claims reconciled against independent verdictsClaims vs evidence
6 of 17 testable claims verified · 0 contradicted → integrity 35/100
21 distinct capability claims found in Lovable’s own claimed-docs/GitHub materials, reconciled against our judge’s independent verdicts.
6
Verified
11
Unverified
0
Contradicted
16
Undersold
Verified (7)
“Generates a full working app (frontend, backend, database, auth, integrations) from a natural-language description”
Describe an app in natural language and get a working full-stack applicationpartialproof ↗
“Generates a full working app (frontend, backend, database, auth, integrations) from a natural-language description”
Generate both frontend UI and backend logic from a single promptfullproof ↗
“Build (Agent) mode autonomously takes ownership of implementing a requested change end to end”
Delegate tasks to a built-in AI assistant inside the productfullproof ↗
“Includes built-in Basic and Deep security scanners plus optional connectors for extra coverage”
Have the platform review my generated app for security issues before it goes livefullproof ↗
“Lets you download the full generated codebase directly from project settings”
Export the full source code and run or host the app outside the platformfullproof ↗
“You can build and publish a first app live on the web with about ten minutes of hands-on effort and nothing to install”
Describe an app in natural language and get a working full-stack applicationpartialproof ↗
“While Lovable works on a request you can send follow-up messages, corrections, or new ideas to steer it without being blocked”
Refine my app through follow-up prompts without breaking what already workspartialproof ↗
Unverified (15)
“Project codebase can be synced to a GitHub or GitLab repo and kept in sync automatically”
Sync my project to my own GitHub repository and keep changes flowing both waysfullproof ↗
“Adding login generates signup/login pages, wires them to the backend, and applies row-level security”
Add user sign-up and login (email, social providers) scaffolded by the builderfullproof ↗
“A published app can be turned into an MCP server so ChatGPT, Claude, and other AI assistants can use it”
“Supports local development: clone, edit and commit in your own IDE, push, and changes sync back into the project”
Work on the app locally with my own editor and tooling and push changes back to the platformfullproof ↗
“Supports building together with teammates, designers, developers or agencies, seeing changes live”
My team can work on the same project together in a shared workspacefullproof ↗
“Supports connecting a custom domain or subdomain instead of the default lovable.app URL”
“Remixing a project creates your own independent editable copy, available on any plan”
Start from a template or community project instead of a blank promptpartialproof ↗
“GitHub export lets you back up code, review changes via pull requests, work on branches, and deploy outside Lovable”
Deploy the generated app to an external host or my own infrastructurepartialproof ↗
“Publishing deploys a snapshot of the project to a live shareable URL in two clicks”
“Lets you manage app users and configure sign-in via email, phone, Google, Apple, Microsoft, and SAML SSO”
Add user sign-up and login (email, social providers) scaffolded by the builderfullproof ↗
“Built-in backend (Cloud) provides database, authentication, storage, edge functions and AI with no infrastructure setup”
Get a database provisioned and wired into my app without leaving the builderfullproof ↗
“Built-in backend (Cloud) provides database, authentication, storage, edge functions and AI with no infrastructure setup”
Add server-side functions and third-party integrations like payments and email from the builderpartialproof ↗
“Describing needed data in chat causes Lovable to create the corresponding database tables and schema”
Get a database provisioned and wired into my app without leaving the builderfullproof ↗
“Git sync keeps a connected GitHub or GitLab repository automatically in sync with the Lovable project”
Sync my project to my own GitHub repository and keep changes flowing both waysfullproof ↗
“Multiple collaborators in the same project can each work in their own draft with a separate chat and preview”
My team can work on the same project together in a shared workspacefullproof ↗
Undersold (16)
Point an agent at llms.txt or agent-oriented docsfullproof ↗
Run the product headlessly / in CI for automationpartialproof ↗
Plug MCP servers into this product so it can use their toolsfullproof ↗
Drive the product through a documented public APIfullproof ↗
Issue scoped/least-privilege API credentials for an agentpartialproof ↗
Operate the product with natural-language commandsfullproof ↗
Test against a sandbox environment without touching production datapartialproof ↗
Add AI features like LLM calls and agents to my generated app without managing provider keys myselffullproof ↗
Connect my own coding agent to the project so it drives the builder alongside or instead of the built-in onefullproof ↗
Interact with a live preview of my app while building, before publishingfullproof ↗
Do everything through the API that I can do in the UIpartialproof ↗
Export all of my data in open formats and leavepartialproof ↗
Understand what credits or tokens each action consumes and what my plan includespartialproof ↗
Choose where my data is stored (region/residency)partialproof ↗
Generate and manage apps programmatically through a platform APIpartialproof ↗
Claims outside our story set (1)
Real capability claims found in Lovable’s own materials, but no story in this arena’s taxonomy covers them yet — that’s feedback on the taxonomy, not a mark against the product.
“Provides a SQL editor for direct access to the app's database”
source ↗
Business model
Free plan with a small daily credit allowance; Pro tiers are monthly subscriptions sized by credits, with Business and custom Enterprise plans above.
pricing ↗Score trend
How this product’s scores have moved as evidence and verdicts are re-derived — a point per change, not per day.
Flag
⚑ Flag a verdictThink a verdict is wrong? Opens a prefilled GitHub issue — or use the ⚑ next to any verdict above.
For agents
Agent surface uptime llms.txt 100% (30d, checked every 6h since Sep 8 '26)
