AI & Tools
Deep dives into how AI-powered developer tools actually work under the hood.
Claude Code Hackathon
Section titled “Claude Code Hackathon”- Claude Code Hackathon Winners 2026 — How a Lawyer, a Doctor, and a Musician Beat 13,000 Developers — Deep dive into Anthropic’s “Built with Opus 4.6” winners: the projects, tech stacks, and what it means for the future of software development.
Hermes Agent vs OpenClaw
Section titled “Hermes Agent vs OpenClaw”- Hermes Agent vs OpenClaw - The Ultimate 2026 Technical Deep-Dive — Comprehensive technical analysis comparing architecture, learning mechanisms, security, performance, and deployment scenarios between the two leading open-source AI agent platforms.
Cursor Code Embedding
Section titled “Cursor Code Embedding”-
How Cursor’s Code Embedding Pipeline Works — End-to-end breakdown of the 7-phase pipeline: AST chunking, custom embedding model, privacy, Turbopuffer storage, Merkle tree sync, team index reuse, and retrieval.
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Inside Cursor’s Embedding Model: Training, Math & Replication — The deep technical study: Transformer encoder architecture, contrastive learning with InfoNCE loss, hard negative mining, Turbopuffer SPFresh internals, and a practical guide to building your own.