{"version":"1.0","type":"card","id":"20ace275-112f-4680-ba21-1dc4ffd77ee0","url":"https://stacklist.com/card/20ace275-112f-4680-ba21-1dc4ffd77ee0","title":"Autonomous Dev Loop Explained by Peter Steinberger","source_url":"https://x.com/humzaakhalid/status/2065033820018266268","note":"Peter Steinberger just handed you the autonomous dev loop most teams are still paying engineers to do manually. This is one of the best workflows I've seen in a long time; he explains exactly how to run a self-sustaining repo loop with Codex and agents.","image":{"url":"https://ucarecdn.com/f792eb59-4f55-43a6-82c6-2a9204c96e6b/","alt":"Autonomous Dev Loop Explained by Peter Steinberger","width":1206,"height":1342},"stack":{"id":"539051c9-e760-4bd5-a86b-ac120e4ae368","title":"AI Software Development","url":"https://stacklist.com/stack/539051c9-e760-4bd5-a86b-ac120e4ae368"},"created_at":"2026-06-16T02:35:46.635Z","updated_at":null,"aco":{"summary":"Hamza Khalid shares insights from Peter Steinberger on building an autonomous development loop using Codex and AI agents, including orchestrator skills for triage, autoreview, and autonomous code landing. The post advocates running a team of agents instead of a single chat-based interaction, outlining a self-sustaining repo workflow that eliminates manual human-in-the-loop engineering tasks.","tags":["autonomous-dev-loop","ai-agents","codex","claude","workflow-automation","software-engineering","orchestrator"],"key_entities":[{"name":"Hamza Khalid","type":"person","confidence":0.98},{"name":"Peter Steinberger","type":"person","confidence":0.97},{"name":"Codex","type":"technology","confidence":0.95},{"name":"Claude","type":"technology","confidence":0.9},{"name":"Autonomous Dev Loop","type":"concept","confidence":0.97},{"name":"AI Agent Orchestration","type":"concept","confidence":0.88},{"name":"Autoreview","type":"concept","confidence":0.8}],"classification":"notes","language":"en","confidence":0.85,"provenance":{"model":"claude-opus-4-6","tool":"@stacklist/mcp-server@2.0.0","confidence":0.85,"timestamp":"2026-06-16T02:35:55.011Z"},"token_counts":{"approximate":831,"cl100k":965},"content_hash":"sha256:c6f7a6baa5d64859634fbc47cc6e316f68fec6750525cff0d0b720cafb51945e","acp_version":"0.2","body_available":true,"body_tokens":831,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/20ace275-112f-4680-ba21-1dc4ffd77ee0.json","html":"https://stacklist.com/card/20ace275-112f-4680-ba21-1dc4ffd77ee0","md":"/api/public/card/20ace275-112f-4680-ba21-1dc4ffd77ee0.md","stack_json":"/api/public/stack/539051c9-e760-4bd5-a86b-ac120e4ae368.json"}}