Writing

Notes from building agents, RAG pipelines and LLM features that hold up in production.

20 Oct 2026Your agent shouldn’t know about tools it can’t use yetState-based tool gating in LangChain — how InvoiceChaser keeps a debt-collection agent polite until escalation is earned, by changing what the model can see rather than what it’s asked to do.1 min read