
Google Says You Don't Need llms.txt. Here's the Catch.
Google says llms.txt is unnecessary. Chrome Lighthouse audits it anyway. We fact-checked five studies on what llms.txt really does for AI visibility in 2026.
Also known as: Claude Code Workflows, AI-Assisted Development
Patterns and workflows for production AI-assisted development using Claude Code: hooks, context engineering, CLAUDE.md, CI/CD integration, and technical debt mitigation.
Canonical resource
/blogs/claude-code-technical-debt-mitigation-guideClaude Code Hooks: 6 Production Patterns (2026)
Six production Claude Code hooks patterns: auto-format, file protection, security gates, type-checks, prompt review. Real settings.json examples.
Feb 14, 2026
Context Engineering Beyond CLAUDE.md: The 5-Layer Hierarchy
CLAUDE.md is just layer one. The five-layer context hierarchy, memory patterns, and subagent strategies that separate productive AI coding from prompt guessing. With working examples.
Feb 14, 2026
Claude Code Technical Debt Mitigation: The Complete Production Guide
Prevent AI-generated technical debt with Claude Code using CLAUDE.md optimization, security-first prompting, and production guardrails. Research-backed strategies that deliver +5-10% improvement.
Feb 1, 2026
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Google says llms.txt is unnecessary. Chrome Lighthouse audits it anyway. We fact-checked five studies on what llms.txt really does for AI visibility in 2026.

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