Exploring software development, AI-assisted workflows, design systems, and modern best practices.
How I set up GitHub Copilot CLI on my homelab servers so I can run full AI-assisted terminal sessions from my iPhone or iPad using Termius and Tailscale — no laptop required.
How we test AI-generated ski banners with 31 scenario fixtures, validate external API contracts nightly, and track quality drift over time — the practical infrastructure behind our two-tier testing strategy.
How I built a system that sends design decisions to 6 AI models simultaneously — Gemini, GPT, Claude, Codex, Opus, and Grok — and synthesizes their feedback into actionable recommendations using VS Code custom agents.
How I built Summit AI, a modern web app that shows real-time ski area schedules, live webcams, and NOAA weather forecasts with a responsive design and powder alerts.
How to build reliable automated tests for non-deterministic AI systems using a two-tier approach: deterministic validation for CI/CD and AI judges for quality assessment.
How to combine traditional best practices like TDD with AI-assisted development tools to improve estimation, reduce over-engineering, and set better expectations.