Blog
Research and insights on AI-generated code.
The AI Agent Cost Crisis Nobody's Talking About
Developers are 19% slower with AI tools (METR study). 45% of AI code has OWASP vulnerabilities. Your team spends $15-25K/month on AI coding tools. Nobody's tracking the ROI.
What's Trending on GitHub: March 2026
OpenClaw 263K stars. Ollama 162K. n8n 150K. Dify 130K. GitHub has 4.3M AI repos (+178% YoY). Three patterns dominate: local-first, open-source infrastructure, and the agent plugin explosion.
The MCP Ecosystem Just Hit 8,600 Servers. Here's What That Means.
873% growth in nine months. 8,600+ MCP servers. Zero standardized security vetting. The protocol powering AI agents has a trust problem — and the EU AI Act deadline is four months away.
How last30days-skill Built a 14K-Star Research Engine in One File
14,449 stars. 10 platforms. One SKILL.md file. We break down the architecture of the most popular Claude Code skill on GitHub — query detection, source tiering, scoring, and 10 patterns you can steal.
5 Viral Repo Patterns Every AI Builder Should Know (March 2026)
We analyzed 5 repos that collectively gained 150K+ stars this month. The patterns they share are about memory, not features — subconscious hooks, temporal decay, research skills, peer messaging, and swarm orchestration.
The Official Claude Code Telegram Plugin Has 3 Tools. Here's What's Missing.
We mapped every Telegram Bot API capability against the official plugin. 13 features missing. We built them — inline keyboards, scheduler, document handling, and more.
We Scanned 13 Popular Open Source Repos for AI-Generated Code. Here's What We Found.
Deno is 41% AI-coded. Claude Code appeared in 99% of AI commits. Data from 6,500 commits across Next.js, Ruff, LangChain, Ollama, and more.