Topic

Claude Code Development

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-guide

Articles (4)

Claude 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

Primary

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

Primary

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

Primary

Thread-Based Engineering: The Framework for Scaling AI Development

The definitive guide to Thread-Based Engineering: 7 thread types, governance alignment, production proof (Lakbay AI built in 1 day), and the research showing why AI coding without this framework creates 41% code churn and 86% XSS failure rates.

Jan 24, 2026

Articles (4)

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