[{"data":1,"prerenderedAt":63},["ShallowReactive",2],{"term-s\u002Fself-correcting-agent":3,"related-s\u002Fself-correcting-agent":59},{"id":4,"title":5,"acronym":6,"body":7,"category":40,"description":41,"difficulty":42,"extension":43,"letter":44,"meta":45,"navigation":46,"path":47,"related":48,"seo":53,"sitemap":54,"stem":57,"subcategory":6,"__hash__":58},"terms\u002Fterms\u002Fs\u002Fself-correcting-agent.md","Self-Correcting Agent",null,{"type":8,"value":9,"toc":33},"minimark",[10,15,19,23,26,30],[11,12,14],"h2",{"id":13},"eli5-the-vibe-check","ELI5 — The Vibe Check",[16,17,18],"p",{},"A self-correcting agent notices its own mistakes and fixes them without being told. It runs tests, sees failures, debugs itself, retries. Sounds magical. Works maybe 60% of the time in practice.",[11,20,22],{"id":21},"real-talk","Real Talk",[16,24,25],{},"A self-correcting agent uses feedback loops to detect and remediate its own errors — typically by running verifications (tests, compilers, linters) and iterating on failures. Techniques include reflection prompting, critique-revision cycles, and execution-grounded feedback. Effective on well-defined tasks with clear verification signals; brittle on ambiguous tasks.",[11,27,29],{"id":28},"when-youll-hear-this","When You'll Hear This",[16,31,32],{},"\"Claude Code's self-correcting agent fixes most test failures without a human.\" \u002F \"Self-correcting agents need a verifier that can't be fooled.\"",{"title":34,"searchDepth":35,"depth":35,"links":36},"",2,[37,38,39],{"id":13,"depth":35,"text":14},{"id":21,"depth":35,"text":22},{"id":28,"depth":35,"text":29},"ai","A self-correcting agent notices its own mistakes and fixes them without being told. It runs tests, sees failures, debugs itself, retries. Sounds magical.","advanced","md","s",{},true,"\u002Fterms\u002Fs\u002Fself-correcting-agent",[49,50,51,52],"Agent Loop","Reflexion","Self-Healing Code","Agent Debugging",{"title":5,"description":41},{"changefreq":55,"priority":56},"weekly",0.7,"terms\u002Fs\u002Fself-correcting-agent","QOxTGBAduO99Pa0V7_7c_n7uYZGRyijNAKKiV7V108U",[60],{"title":51,"path":61,"acronym":6,"category":40,"difficulty":42,"description":62},"\u002Fterms\u002Fs\u002Fself-healing-code","Self-healing code is code that automatically fixes its own bugs in production.",1776518311772]