Real-world notes for founders navigating the messy road from idea to launched product.
RAG has become the default assumption for any AI feature involving custom data. But it's complex, expensive, and often unnecessary. Learn when you actually need it.
Adding AI to a live product creates constraints greenfield projects don't face. Learn the patterns for incremental AI integration that won't break what's working.
AI agents don't just answer questions - they take actions. Learn the patterns that work for building agentic AI features in SaaS products.
AI coding tools are genuinely useful and genuinely limited. Learn when each tool makes sense and when you still need professional developers.
