{"repo":"ThibautMelen/agentic-ai-systems","free":true,"listed":false,"github":"https://github.com/ThibautMelen/agentic-ai-systems","clone":"git clone https://github.com/ThibautMelen/agentic-ai-systems.git","description":"Agentic AI explained with chickens 🐔 every pattern a runnable, CI-checked file.","language":null,"stars":291,"topics":["agent-sdk","agentic-patterns","ai-agents","anthropic","claude","claude-code","mcp","subagents","tool-use","llm-patterns"],"license":"MIT","category":"ai-agents","readme_excerpt":"Agentic AI Systems 🐔 Agentic systems explained with chickens — because AI orchestration doesn't have to be scary Main Agent spawns Subagents like a hen with her chicks 🐔🪺🐦 🦄 Foundations • ⚙️ Workflows • 🐔 Autonomous • 📜 As Code • 🛠️ Implementation • 🗺️ Guides --- Overview --- [!TIP] New in the 2026 edition — 🗞️ What Changed 2025-2026 (the dated map: context engineering, the multi-agent debate, the AGENTS.md · SKILL.md · MCP stack, harness engineering) and 📜 Patterns as Code (every pattern as a runnable file — checked in CI on every push, no API key needed). ⬆️ real capture: a repeated prompt graduates into a checked, runnable file — every pattern in this repo works this way · and three of them run a real campaign daily 🛰️ 🗺️ Navigation 🦄 Foundations The building block for everything --- --- 🦄 Augmented LLM LLM + Retrieval + Tools + Memory 🗞️ What Changed 2025-2026 Context engineering · skills/MCP stack · harness era --- ⚙️ Workflows Predefined orchestration — code controls the flow # Workflow Use When :-: ---------- ---------- 0 🏎️ Baseline Simple, 1-step task 1 ⛓️ Prompt Chaining Sequential steps 2 🚦 Routing Classify & dispatch 3 🛤️ Parallelization Independent tasks 4 🦑 Orchestrator Expert delegation 5 🩻 Evaluator Quality iteration 🐔 Autonomous Agent Dynamic autonomy — LLM controls the flow Pattern Use When --------- ---------- 🐔 Autonomous Agent Open-ended problems 🖥️ Multi-Window Cross-session state (variant) --- 🛠️ Implementation Claude Code compo","default_branch":null,"files":null,"tree":[],"storefront":"/r/ThibautMelen","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/ThibautMelen/agentic-ai-systems/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}