Hook Gatekeeper System: Quality Control for Every Line of Code Your AI Writes
Use Claude Code's PreToolUse and PostToolUse hooks to intercept dangerous operations, auto-run tests, and ensure every AI agent action passes a quality gate.
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The AI Arms Race Winner Won't Be the One With the Best Model — How Harness Became the Real Moat
In 2026, the decisive advantage in the AI industry is shifting: LangChain jumped 25 ranks on TerminalBench by changing only its Harness, OpenAI launched a $14B deployment company, and NousResearch went from 8 followers to a $1B valuation. This article dissects how model-external engineering is becoming the new center of power.
Skill Routing Engine: Let Your AI Automatically Choose the Right Workflow
What is a Skill Routing Engine? Use trigger words to automatically load SOP templates so your Claude Code Agent never needs manual workflow specification again.
Cell Architecture Studio: Interactive 3D Cell Atlas for Biology Education
An open-source React + Three.js prototype that renders seven cell types in 3D with AI tutor panels. Great concept for biology educators, but only two of seven specimens ship with high-fidelity GLB models. Watch-tier for now.
AI Agent Memory System Design: Three-Layer Architecture in Practice
A deep dive into the three-layer memory architecture for AI agents (fact, episodic, scratchpad) — from design philosophy to hands-on implementation — solving the cross-conversation amnesia problem.
Auto-Quant: LLM-Driven Quantitative Trading Research Loop
Auto-Quant lets LLMs autonomously iterate on FreqTrade strategies via backtesting loops. Interesting autoresearch concept, but deeply locked into crypto trading infrastructure. Only useful if you live in the FreqTrade ecosystem.