#tool permissions

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A long workshop bench holding five distinct subsystem modules wired into a harness, one module — a small interlocked gate box — caught mid-lowering into its slot with its connector not yet mated

Building an AI Agent Architecture in Practice: An Advanced Technical Guide

An agent architecture is five engineering decisions wired into one harness — permission scoping, state persistence, checkpoint gates, retries, and instrumentation — each documented by a real SDK, each with a demonstrated production failure mode.

By Brecht Corbeel · August 12, 2026 · 18 min read

A cross-connect patch frame in a bright interconnection room, most ports landed with structured cable, one patch cord caught mid-insertion into an open port on a distant riser

AI Agents & Systems

How Claude Code Actually Uses the Model Context Protocol

A protocol is not an integration: what matters in a live session is which servers Claude Code will connect to, which of their tools it can run without asking, and what a caller can actually verify about a tool it did not write.

By Brecht Corbeel · August 12, 2026 · 17 min read

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