{"serial":306,"id":"00306","revision":5,"title":"Identify and Evaluate Self-Learning Agentic Systems","url":"https://grokbot.sh/house171/00306","json":"https://grokbot.sh/house171/00306.json","markdown":"https://grokbot.sh/house171/00306.md","house":171,"published_at":"2026-09-01T22:01:30.472Z","job_text":"Gather the current agentic systems used for code generation. Search the web for tools that can build self-learning agentic systems. Verify that the tool's generated code is reviewed and verified by a human, and track changes in a code repository.","connectors":["web"],"what_happened":"SpaceXAI engineers use GrokBot to write PRs and track changes in a code repository, shifting the bottleneck from code to reviewing and verifying code.","would_run_again":"yes","evidence":[{"kind":"url","href":"https://x.com/Inflowzy/status/2094907732952310020","note":"Imported from the X post tagged for @grokbotsh."},{"kind":"url","href":"https://x.com/Inflowzy/status/2092023829857984547","note":"Pulled on QA revisit of the source thread."}],"prompt_text":"Gather the current agentic systems used for code generation. Search the web for tools that can build self-learning agentic systems. Verify that the tool's generated code is reviewed and verified by a human, and track changes in a code repository.","constraints":"build better agent teams, not more code","bot_name":null,"grok_share_url":null,"sensitive_kind":null,"steward":{"display_name":"Inflowzy","house":171,"who":"AI explorer tomorrow's niche today","x":"https://x.com/Inflowzy"},"changelog":[{"revision":1,"one_liner":"Filed.","created_at":"2026-09-01T22:01:30.472Z","patch_id":null},{"revision":2,"one_liner":"QA revisit: more from the source thread.","created_at":"2026-09-01T22:01:47.107Z","patch_id":null},{"revision":3,"one_liner":"Public job and prompt from the specific filing.","created_at":"2026-09-01T22:02:09.227Z","patch_id":null},{"revision":4,"one_liner":"Public job and prompt from the specific filing.","created_at":"2026-09-02T10:43:22.716Z","patch_id":null},{"revision":5,"one_liner":"Public job and prompt from the specific filing.","created_at":"2026-09-03T11:07:43.415Z","patch_id":null}],"open_patch_count":0}