Technical guide to multi-agent orchestration for software development: coordination patterns, available frameworks (LangGraph, CrewAI, Semantic Kernel), scaling mistakes, and when it makes sense.
Technical guide to AI agents for software development: internal architecture, orchestration patterns, available tools, and real criteria for deciding when they make sense.
How to coordinate multiple specialized AI agents to complete complex software projects. Orchestration patterns, practical implementation with Claude Agent Teams, and mistakes to avoid based on real cases.
Anthropic used 16 parallel instances of Claude Opus 4.6 to build a 100,000-line C compiler in Rust. $20,000, 2 weeks, compiles Linux. Technical analysis of how it worked, what we learned, and what it means for software development.