Quick summary Use specialist handoffs: the article presents a peer-to-peer alternative to supervision. Preserve context: shared state tracks the active agent and conversation. Keep roles focused: the example separates general questions, science and translation. Make routing explicit: handoff tools connect workers into one workflow. Imagine building powerful multi-agent systems with LangGraph Swarm, where agents collaborate […]
Quick summary Trace startup in stages: entrypoint, initialisation, session setup and rendering. Keep fast paths lightweight: simple commands need not load the full interactive application. Overlap independent work: prefetching can reduce visible startup delays. Separate responsibilities: orchestration and deferred work provide reusable design lessons. When you type claude into your terminal, there is a highly sophisticated Claude Code […]