
We Audit AI Visibility for a Living. So We Audited Ourselves.
Can you trust the score an AI visibility tool gives you, tomorrow as well as today? We test our own scoring weekly and audited our whole stack. Here is the proof.
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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Can you trust the score an AI visibility tool gives you, tomorrow as well as today? We test our own scoring weekly and audited our whole stack. Here is the proof.

What is a good AEO score? See what AEO checkers actually measure, how grades work, real data from 59 audits, and the fixes that raise a failing score.

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