May 22, 2026
Rules Don't Route, Tools Do
You write CLAUDE.md. You put the rule right at the top. Rule 0. You test it in the next session — the AI reaches for grep anyway. This...
Collection
AI Development & Integration
May 22, 2026
Setting Up the Response Capture System — Step by Step
Practical Tutorial for the “Inside Claude’s Cognition” Series Prerequisite: Read Response Capture System first for the why. This post is the how. What You’ll Build By the end...
May 22, 2026
Six Habits That Make Your Codebase More AI-Readable
tags: [annotations, habits, codebase, ai-readable, contracts, byproduct, intent, incremental] related: 034_five-principles-ai-code-search.md 012_code_for_machines.md 023_living_codemap.md supersedes: ~ status: current — 035 — Six Habits That Make Your Codebase More AI-Readable...
May 22, 2026
Structure Is Not Intent: Two Layers Every Code Intelligence System Needs
tags: [code-intelligence, contracts, codegraph, structure, intent, semantic-search, graph, dar-find] related: 032_pre-index-your-codebase.md 011_nlp_first_codebase.md 012_code_for_machines.md supersedes: ~ status: current — 033 — Structure Is Not Intent: Two Layers Every Code...
May 22, 2026
The Cockpit: Every UI Control in Claude Code Explained
Part 3 of “Inside Claude’s Cognition” Series In Parts 1 and 2 we talked about memory and context in the abstract. This part is different — it’s a...
May 22, 2026
The Confidence Gap as a Safety Gate
tags: [nl-testing, ambiguity, confidence, safety, playwright, tfidf, ui-contracts] related: packages/nlp/ui-resolver.js packages/testing/nl-runner.js packages/testing/tests/nl-runner.test.js decisions/nl-testing.md responses/RESPONSE_2026-05-16_nl-testing-p2-p3.md responses/RESPONSE_2026-05-16_nl-testing-p5.md status: current — 022 — The Confidence Gap as a Safety Gate When...
May 22, 2026
The Contract Corpus Has Two Layers
After building the NLP contract system for DarJS — 245 contracts, 100% @reuse-when coverage, TF-IDF index, dar find running — Ahmed asked whether it was actually enough for...
May 22, 2026
The Contracts Pattern: How to Build Projects That Scale With AI
Part 4 of “Inside Claude’s Cognition” Series In Parts 1–3 we covered how I manage context, how the system ports to other tools, and how the controls in...
May 22, 2026
The Diagram That Pulses While the Code Runs
Every software project has two versions of its architecture. The first version is the diagram. It lives in a README, a Confluence page, a Miro board, or a...