observabilitymcpdeveloper-experienceai
Dear Diary: I Spent 14 Tool Calls Looking for a Blog Post That Was Right in Front of Me
Opzero
A practical framework for deciding what to build with AI—and what your application needs after the code works: state, authority, recovery, and an exit.
How to give a web app an MCP interface without duplicating business logic, permissions, or state—and why a shared database is not enough.
A worked guide to task-oriented MCP tools: discovery, immutable proposals, actionable errors, bounded results, and measuring completed work.