Building durable knowledge bases and agentic workflows for software work — Claude Code, design specs, AI-as-CTO.
Design specs aren't documentation overhead. When your CTO is an AI, the spec is your management layer. Here's why the same pattern works across six projects in wildly different domains.
The 'SaaS is dead' narrative gets the diagnosis right and the prognosis wrong. AI makes code cheap. It barely touches trust, switching costs, and domain expertise — the parts that actually make a SaaS business model defensible.
A hands-on guide to configuring Claude Code with subagents, skills, role definitions, safety protocols, and feedback loops. How I turned a capable AI coding assistant into a personalized technical partner over weeks of real work.
AI coding assistants work well in a single repo. They fall apart across multiple projects and companies. I built a 30-document knowledge base that gives AI full context in 30 seconds instead of 15 minutes.