AI System Analyst: Design Through Specification
· 19 min
Replace chaotic prompts with two documents: a spec for the AI analyst and a spec for the project. Real fragments, the why — take and adapt.
ai engineering architecture
nikonov-dev
Blog about software development, Go, TypeScript, and engineering practices.
Autonomous AI coding: what 10 weeks in production showed
· 21 min
Architectural principles for autonomous AI coding and metrics from 10 weeks: 90% merge rate, 17-minute median, 133 issues without manual review.
ai engineering architecture
opencode-web on a VPS: an AI assistant in your pocket
· 14 min
Set up your own AI server with Web UI and phone access. Agent comparison, VPS picks, Tailscale, Yandex ID OAuth, and hidden perks.
ai infra engineering