Applied AI for startups: LLM workflows, RAG, agents, evaluation, and shipping AI features that users pay for.
A step-by-step playbook to ship a revenue-generating AI MVP in one week: narrow your job-to-be-done, lock the input/output contract, validate with a paywall, and iterate fast.
VincentJanuary 29
As generative search evolves, the moat isn’t content volume — it’s proprietary data, trusted distribution, and conversion loops.
VincentJanuary 22
Why AI products win when they sell instant, specific outcomes — and how to pick a wedge you can own.
VincentJanuary 10