How I used AI-assisted investigation to triage the trivy-action supply chain attack across my homelab repos — and some thoughts on weekend incident response and community notification gaps.

How Handwright turns a scanned worksheet into a custom .ttf font — OpenCV glyph extraction, potrace vectorization, and fonttools assembly. Local-first, no cloud required.

How I built Tsundoku — a curated digital bookshelf with multi-source enrichment, free reading links, and a static-site architecture that serves 3,500+ books without a database.

The engineering story behind nexus-agents, a research-backed multi-model orchestration system that coordinates Claude, Gemini, and Codex through consensus voting, adaptive routing, and graph workflows.

How multi-model consensus voting catches blind spots that single models miss. The research behind adversarial roles, Bayesian aggregation, and structured deliberation across Claude, Gemini, and Codex.