Thread-Based Engineering

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

We Built a Production AI Travel Platform in 1 Day. Here Is How.

Lakbay AI: production RAG travel platform with 3 portals, flight search, and pgvector — built in 1 day using Thread-Based Engineering. Traditional estimate: 3-7 months.

Feb 8, 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

Thread-Based Engineering: How We Prevent the AI Technical Debt Crisis

While 88% of developers report negative AI impacts on technical debt, Pixelmojo Thread-Based Engineering and Hive prevent the crisis through governance-first design.

Feb 1, 2026

Vibe Coding Hit 84% Adoption. 45% Has Vulnerabilities.

84% of developers adopted vibe coding but only 29% trust it. 45% of AI-generated code has security vulnerabilities. The 2026 research data, the risks, and governance patterns that work.

Jan 31, 2026

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