{"id":28424995,"url":"https://github.com/aaronlab/aaronlab","last_synced_at":"2026-06-02T18:32:51.681Z","repository":{"id":356747327,"uuid":"1233925474","full_name":"aaronlab/aaronlab","owner":"aaronlab","description":"Aaron Lab GitHub profile","archived":false,"fork":false,"pushed_at":"2026-05-09T15:19:10.000Z","size":2,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-05-09T15:53:22.073Z","etag":null,"topics":["ai-agents","browsertrace","profile-readme"],"latest_commit_sha":null,"homepage":"https://github.com/aaronlab/browsertrace","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/aaronlab.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-05-09T14:24:05.000Z","updated_at":"2026-05-09T15:19:13.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/aaronlab/aaronlab","commit_stats":null,"previous_names":["aaronlab/aaronlab"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/aaronlab/aaronlab","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aaronlab%2Faaronlab","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aaronlab%2Faaronlab/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aaronlab%2Faaronlab/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aaronlab%2Faaronlab/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aaronlab","download_url":"https://codeload.github.com/aaronlab/aaronlab/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aaronlab%2Faaronlab/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33833277,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-02T02:00:07.132Z","response_time":109,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai-agents","browsertrace","profile-readme"],"created_at":"2025-06-05T10:30:57.908Z","updated_at":"2026-06-02T18:32:51.675Z","avatar_url":"https://github.com/aaronlab.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Aaron Lab\n\nI build AI agent systems, browser automation tools, and local-first developer\nworkflows.\n\n## Featured Project\n\n### BrowserTrace\n\nLocal replay debugger for Browser Use failures.\n\n![BrowserTrace social preview](https://raw.githubusercontent.com/aaronlab/browsertrace/main/docs/social-preview.png)\n\nBrowserTrace helps Browser Use builders debug failed runs with local step\ntimelines: what the agent saw, clicked, returned, and where the first red step\nhappened. Stagehand, Skyvern, Playwright + LLM, and custom computer-use\nworkflows are supported as secondary integrations.\n\n- Records screenshots, URLs, actions, model input/output, status, and errors.\n- Opens failed runs in a local web UI.\n- Compares failed-vs-good Browser Use runs with `browsertrace compare`.\n- Exports standalone HTML traces.\n- Supports public-safe exports that omit prompts, model I/O, screenshots, and\n  URLs.\n- Browser Use run hooks are the primary integration path.\n- Supports the Stagehand wrapper and the Skyvern task/workflow wrapper.\n- Includes Playwright + LLM examples and custom computer-use examples.\n- Listed in Awesome-AI-Agents under Applications -\u003e Tools.\n- MIT licensed and local-first.\n\nRepo: https://github.com/aaronlab/browsertrace\n\nLive demo: https://aaronlab.github.io/browsertrace/\n\nDemo story: Browser Use tries to upload `file:///tmp/browsertrace-report.html`,\nnavigates to the local file path instead, and the upload preview never appears.\n\nTry locally from PyPI:\n\n```bash\nuvx --from \"browsertrace[ui]\" browsertrace doctor\nuvx --from \"browsertrace[ui]\" browsertrace demo\nuvx --from \"browsertrace[ui]\" browsertrace\n```\n\nPersistent install:\n\n```bash\npip install \"browsertrace[ui]\"\nbrowsertrace doctor\nbrowsertrace demo\nbrowsertrace\n```\n\nStack guides:\n\n- Browser Use: https://aaronlab.github.io/browsertrace/browser-use-debugging.html\n- Stagehand: https://aaronlab.github.io/browsertrace/stagehand-debugging.html\n- Skyvern: https://aaronlab.github.io/browsertrace/skyvern-debugging.html\n- Playwright + LLM: https://aaronlab.github.io/browsertrace/playwright-llm-debugging.html\n- Computer-use: https://aaronlab.github.io/browsertrace/computer-use-agent-debugging.html\n\nRunnable examples:\nhttps://github.com/aaronlab/browsertrace/tree/main/examples\n\nRoadmap: https://github.com/aaronlab/browsertrace/blob/main/ROADMAP.md\n\nLaunch feedback:\nhttps://github.com/aaronlab/browsertrace/issues/3\n\nGood first issue:\nhttps://github.com/aaronlab/browsertrace/labels/good%20first%20issue\n\nFirst PR Recipe:\nhttps://github.com/aaronlab/browsertrace/blob/main/CONTRIBUTING.md#first-pr-recipe keeps the first contribution small and reviewable.\n\nPublic-safe demo export:\nhttps://github.com/aaronlab/browsertrace/releases/download/v0.1.20/browsertrace-demo-public.html\n\n## Troubleshooting\n\nFor profile-reader follow-up, local first-run issues, CI failures, or AI/coding-agent troubleshooting replies, ask for debugging/workflow details plus JSON CLI diagnostics when safe to share:\n\n```bash\nbrowsertrace doctor --json\nbrowsertrace list --status failed --json\nbrowsertrace show \u003crun_id\u003e --json\n```\n\n### Stack-Specific Reply Links\n\nUse the closest guide when a profile-reader follow-up turns into a\nworkflow-specific debugging question:\n\n- Browser Use guide: https://aaronlab.github.io/browsertrace/browser-use-debugging.html\n- Stagehand guide: https://aaronlab.github.io/browsertrace/stagehand-debugging.html\n- Skyvern guide: https://aaronlab.github.io/browsertrace/skyvern-debugging.html\n- Playwright + LLM guide: https://aaronlab.github.io/browsertrace/playwright-llm-debugging.html\n- Computer-use guide: https://aaronlab.github.io/browsertrace/computer-use-agent-debugging.html\n\n## Current Focus\n\n- Browser Use failure debugging\n- Browser automation and computer-use agents\n- LLM observability for local workflows\n- Agent evaluation and tool reliability\n\n## Open-Source Projects\n\n| Project | Focus |\n|---|---|\n| [browsertrace](https://github.com/aaronlab/browsertrace) | Local replay debugger for Browser Use failures |\n| [claude-code-source-analysis](https://github.com/aaronlab/claude-code-source-analysis) | Claude Code source analysis and learning notes |\n| [agent-bench-lite](https://github.com/aaronlab/agent-bench-lite) | Lightweight AI agent evaluation benchmark |\n| [mcp-shield](https://github.com/aaronlab/mcp-shield) | MCP server security audit tooling |\n| [openclaw](https://github.com/aaronlab/openclaw) | Personal AI assistant experiments |\n\n## Feedback\n\nIf you build with Browser Use, the most useful BrowserTrace feedback is:\n\n- Which Browser Use failure shape hurts most?\n- What context is missing when a run fails?\n- Are local HTML exports enough, or do you need hosted share links?\n- Which secondary adapter should be improved first?\n\nLaunch discussion:\nhttps://github.com/aaronlab/browsertrace/discussions/6\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faaronlab%2Faaronlab","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faaronlab%2Faaronlab","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faaronlab%2Faaronlab/lists"}