Team contracts, subagent patterns, CLAUDE.md split patterns, leverage frameworks.
The most common architectural mistake when building LangGraph agents is assuming the LLM can see your state fields. It cannot. The LLM only sees three things…
Building a production LangGraph agent requires middleware that injects dynamic content into the system prompt every turn. Prompt caching requires that the sy…
When you add sub-agents to a production LangGraph system, the instinct is to build them as a separate agent type with its own state schema, its own graph str…
The hardest part of a team rollout was not the tooling. It was the quiet drift toward six slightly different workflows sharing one repo.
Subagents did not speed us up until we redesigned the boundaries of the work itself. Parallelism without ownership does not compound; it collides. The levera…
Once more than one person relies on `CLAUDE.md`, it stops being notes and starts being a contract. Treat it as personal scratchpad and you get three engineer…
A skill that works only for its author is not a skill; it is a shell alias with extra steps. Most skills fail at team scale because they assume context the a…