[
  {
    "id": "humanlayer-docs-1",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/tutorials/first-session",
    "excerpt": "This tutorial teaches you how to create and run one small task in HumanLayer. You will use the macOS app and Claude Code.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-2",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/tutorials/remote-daemon",
    "excerpt": "This tutorial teaches you how to run one task on a remote machine. You will control the task from app.humanlayer.com on a machine or phone.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-3",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/guide/jira-integration",
    "excerpt": "Connect Jira Cloud so HumanLayer can create tasks from Jira tickets and keep ticket-driven agent work connected to its source.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-4",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/guide/slack-integration",
    "excerpt": "Connect Slack to send HumanLayer task artifact updates into the channels where your team already works.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-5",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/explanation/tasks",
    "excerpt": "A HumanLayer task gives one piece of work: A group of related sessions, A shared set of task files, One place for comments and review, A history that can continue across agents and workstations",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-6",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/explanation/workflow-phases",
    "excerpt": "Use the shortest path that controls the main risk. A clear and small change can use Oneshot. A change with unclear behavior or code shape needs more review before implementation.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-7",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/explanation/remote-daemons",
    "excerpt": "The host can be a cloud VM, workstation, or private-network machine. Select a host that can access the code, tools, credentials, and private services that the agent needs.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-8",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/reference/workspace-config",
    "excerpt": "Use `.humanlayer/workspace.json` for shared repository or team configuration. Use `.humanlayer/workspace.local.json` for optional user or machine overrides.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-9",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/reference/subagent-models",
    "excerpt": "HumanLayer registers these RPI sub-agents for Claude Code sessions",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-10",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/guide/skills-workflows",
    "excerpt": "Select **Oneshot**, **RPI**, **PRD-Oriented**, or **Freeform**.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-11",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/guide/workspaces",
    "excerpt": "Configure a multi-repository workspace with this repository, ../api, and ../web. Make ../web the primary repository. Ask me before you choose setup commands or local files to copy.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-12",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/guide/automation-sessions",
    "excerpt": "Use `humanlayer automation run` to run one Cloud-visible coding session from any automation environment — a CI job, a cron machine, or a script on a server.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-13",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/guide/remote-daemons",
    "excerpt": "Use a launch token for one non-interactive command. Examples include a shell without an interactive PTY and a one-time remote bootstrap script.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-14",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/guide/codex",
    "excerpt": "This guide shows you how to install, authenticate, select, and check Codex for HumanLayer sessions.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-15",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/guide/bedrock",
    "excerpt": "HumanLayer sessions can run Claude through Amazon Bedrock instead of the Anthropic API.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-16",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/guide/github-integration",
    "excerpt": "Connect GitHub to create HumanLayer tasks from issues and link task artifacts back to the source issue.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-17",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/guide/linear-integration",
    "excerpt": "Connect Linear so HumanLayer can create tasks from Linear issues, sync issue status, and link HumanLayer artifacts back to the source issue.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-18",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/release-notes",
    "excerpt": "Live multiplayer response drafts — Write prompts together with shared text, named cursors, presence, read-only viewing, and draft recovery.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-19",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/release-notes",
    "excerpt": "Draft PR creation — Ask the session agent to open a draft pull request from the GitHub tab or diff view.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-20",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/release-notes",
    "excerpt": "Advanced Metrics for all paid plans — View usage, cost, and productivity metrics, with optional access for every organization member.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-21",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/release-notes",
    "excerpt": "Keyboard navigation for changed files — Move through the PR changes tree with J/K, N/P, G shortcuts, and Enter.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-docs-22",
    "tier": "claimed-docs",
    "url": "https://docs.humanlayer.com/release-notes",
    "excerpt": "Image paste in new tasks — Paste images straight into the new task composer as attachments.",
    "fetchedAt": "2026-09-14T23:36:55.425Z"
  },
  {
    "id": "humanlayer-comm-1",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=42247368",
    "excerpt": "\"Human in the loop is an underserved market for AI toolchains. I've usually had to build custom tools for this which is a PITA.\"",
    "fetchedAt": "2026-09-14T23:38:25.978Z"
  },
  {
    "id": "humanlayer-comm-2",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=42247368",
    "excerpt": "\"Your entry price is steep... Any amount of competition would wipe out your pricing, so no I would not want to pay for this.\"",
    "fetchedAt": "2026-09-14T23:38:25.978Z"
  },
  {
    "id": "humanlayer-comm-3",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=42247368",
    "excerpt": "User raised concern about automation bias: once an agent proves reliable, humans may rubber-stamp approvals without careful review, letting risky actions slip through.",
    "fetchedAt": "2026-09-14T23:38:25.978Z"
  },
  {
    "id": "humanlayer-comm-4",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=42247368",
    "excerpt": "\"Hiring humans to do a consistent job is gonna be a nightmare and a limit on the scalability of the service. How are you defining your service level agreements?\"",
    "fetchedAt": "2026-09-14T23:38:25.978Z"
  },
  {
    "id": "humanlayer-comm-5",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=42247368",
    "excerpt": "\"This is the first new YC launch I've seen involving AI that I am extremely positive about... this will bring the implementation needs for this kind of functionality down from 'engineering team' to a single programmer.\"",
    "fetchedAt": "2026-09-14T23:38:25.978Z"
  },
  {
    "id": "humanlayer-comm-6",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=42247368",
    "excerpt": "\"I feel much more comfortable with senior developers approving AI changes to our codebase, then letting loose an autonomous agent with no human oversight.\"",
    "fetchedAt": "2026-09-14T23:38:25.978Z"
  },
  {
    "id": "humanlayer-comm-7",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=42247368",
    "excerpt": "User asked how HumanLayer compares to built-in human-in-the-loop features in LangGraph or CrewAI.",
    "fetchedAt": "2026-09-14T23:38:25.978Z"
  },
  {
    "id": "humanlayer-comm-8",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=41313707",
    "excerpt": "\"i've sorta made ad-hoc systems that do this myself, but didn't think to open source them - one thing that caught my eye was the part about incorporating feedback into the knowledge base - can you elaborate how you handle that?\"",
    "fetchedAt": "2026-09-14T23:38:25.978Z"
  },
  {
    "id": "humanlayer-probe-1",
    "tier": "probe",
    "url": "https://docs.humanlayer.com/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 404 at https://docs.humanlayer.com/llms.txt",
    "fetchedAt": "2026-09-14T23:40:14.942Z"
  },
  {
    "id": "humanlayer-probe-2",
    "tier": "probe",
    "url": "https://docs.humanlayer.com/openapi.json",
    "excerpt": "PROBE openapi: all candidate paths 404 (https://docs.humanlayer.com/openapi.json, https://docs.humanlayer.com/swagger.json, https://docs.humanlayer.com/api/openapi.json, https://docs.humanlayer.com/.well-known/openapi.json)",
    "fetchedAt": "2026-09-14T23:40:14.942Z"
  },
  {
    "id": "humanlayer-probe-3",
    "tier": "probe",
    "url": "https://docs.humanlayer.com/guide/remote-daemons",
    "excerpt": "official CLI documented at https://docs.humanlayer.com/guide/remote-daemons",
    "fetchedAt": "2026-09-14T23:40:14.942Z"
  }
]