v0.1.0 — Self-Evolving Agent Patterns

🧬 First Release — Battle-Tested AI Agent Patterns

From a production system running 1,000+ autonomous cycles on Claude API.

What's Included

📦 Python Package ()

• Complete agent framework with tool system
• Self-evolution loop with verify → commit pipeline
• Context engineering patterns
• Memory and learning system

📚 6 In-Depth Pattern Guides (in docs/)

• Context Engineering for LLM Agents
• Anti-Patterns in AI Agent Development
• Building AI Agent Tool Systems
• Agent Memory & Learning
• Two-Paradigm Discipline
• Immune System Patterns

🚀 Runnable Examples (in examples/)

• minimal_agent.py — Working agent in 100 lines
• self_evolving_loop.py — Full evolve → verify → commit loop

Quick Start

pip install anthropic pyyaml
cd examples/
python minimal_agent.py

Premium Guides

Want the complete deep-dive? Check out our premium engineering guides covering production deployment, advanced patterns, and real-world case studies.

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Built by TutuoAI — AI agent engineering for production systems.