Part 2: why context bloat kills productivity, a three-tier documentation model, deduplication rules, and a playbook to reclaim tokens—without drowning your team in docs.

A four-layer framework for context engineering: CLAUDE.md as a memory anchor, skills, scaffolding, and MCP—plus workflows that keep sessions honest.

How I wired Claude Vision into a Next.js bake-completion flow (not the recipe tool loop), plus an honest note on recipe-adapter photos I have not implemented.

From a manual baking diary and camera-roll photos to a full-stack agentic app — baker's math, dynamic replanning, and computer vision on the finished loaf.

Astro, Claude Code, and Cursor — how I built this site, and the PR bot that came out of it