01 / MACHINE INTELLIGENCE

AI & machine learning

Models you can run. Agents you can inspect. Tools you can build on.

← All topics

24 projects

OPEN SOURCE

vasilyevdm/ai-agent-handbook

Comprehensive guide to AI agent engineering: how 30+ frameworks actually work under the hood. Context rot, compaction, system prompt assembly, SOUL.md, agent loops, memory systems, tool sprawl, MCP, progressive disclosure, multi-agent orchestration, Plan/Act, episodic memory. Code examples throughout. Pick the right stack, avoid the common traps