Collection
tags: [codegraph, pre-indexing, tool-calls, agent-efficiency, sqlite, tree-sitter, knowledge-graph] related: 019_three_token_debts.md 011_nlp_first_codebase.md 023_living_codemap.md supersedes: ~ status: current — 032 — Pre-Index Your Codebase Before the Agent Needs It The...
Suggested Subreddits Primary: r/ClaudeAI Crosspost: r/ChatGPT, r/artificial, r/programming Title I spent months building real projects with Claude Code and asked it to write up the methodology. It did....
Most developers use AI the same way they use a search engine: one query, one answer, move on. One model, one conversation, one project. The model does everything...
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...
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...
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...
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...
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...
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...