{"version":"1.0","type":"card","id":"4ec1bd39-67ad-4418-b54b-e56c7ed8c0da","url":"https://stacklist.com/card/4ec1bd39-67ad-4418-b54b-e56c7ed8c0da","title":"Loop Engineering with AI Coding Agents","source_url":"https://github.com/cobusgreyling/loop-engineering","note":"This GitHub repository provides practical patterns, starters, and CLI tools for loop engineering utilizing AI coding agents. It offers design systems that prompt and orchestrate agents, featuring tools like loop-audit, loop-init, and loop-cost.","image":{"url":"https://ucarecdn.com/c25545c9-fc26-4c12-a58f-60fbb49e4a3a/","alt":"Loop Engineering with AI Coding Agents","width":1280,"height":640},"stack":{"id":"c691055b-de15-47a1-ad6a-6c4ecec55f18","title":"GitHub repos to check out","url":"https://stacklist.com/stack/c691055b-de15-47a1-ad6a-6c4ecec55f18"},"created_at":"2026-07-08T10:46:25.062Z","updated_at":null,"aco":{"summary":"Loop Engineering is a framework for designing automated control systems that orchestrate AI coding agents over time, replacing manual prompting with systematic loop design. It provides tools, primitives, and patterns for efficient loop management across platforms like Claude, Grok, and Codex.","tags":["loop-engineering","ai-agents","automation","prompt-engineering","workflow-design","agent-orchestration","coding-agents"],"key_entities":[{"name":"Addy Osmani","type":"person","confidence":0.95},{"name":"Peter Steinberger","type":"person","confidence":0.85},{"name":"Boris Cherny","type":"person","confidence":0.85},{"name":"Cobus Greyling","type":"person","confidence":0.9},{"name":"Claude Code","type":"technology","confidence":0.95},{"name":"Grok","type":"technology","confidence":0.95},{"name":"Codex","type":"technology","confidence":0.95},{"name":"Cursor","type":"technology","confidence":0.9},{"name":"Opencode","type":"technology","confidence":0.85},{"name":"Anthropic","type":"organization","confidence":0.95},{"name":"loop-init","type":"concept","confidence":0.9},{"name":"loop-audit","type":"concept","confidence":0.9},{"name":"MCP server","type":"concept","confidence":0.85}],"classification":"framework","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-07-08T10:46:31.852Z"},"token_counts":{"approximate":1970,"cl100k":1892},"content_hash":"sha256:68308a8f4ff5163adac135edb41633a65cd7f8b6628ce8db9962efd30db6786f","acp_version":"0.2","body_available":true,"body_tokens":1970,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/4ec1bd39-67ad-4418-b54b-e56c7ed8c0da.json","html":"https://stacklist.com/card/4ec1bd39-67ad-4418-b54b-e56c7ed8c0da","md":"/api/public/card/4ec1bd39-67ad-4418-b54b-e56c7ed8c0da.md","stack_json":"/api/public/stack/c691055b-de15-47a1-ad6a-6c4ecec55f18.json"}}