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 team rollout was not tooling, it was consistency.
Subagents improved throughput only after we redesigned task boundaries.
Treating `CLAUDE.md` as personal notes undermines team consistency.
Most skills fail at team scale because they are written for one person's assumptions.