On AI product strategy, LLM engineering, and shipping agentic systems that survive production.
Your personal website is the one product you can own end to end: positioning, distribution, conversion, and measurement. In 2026 that matters twice over.
Apple, Goldman, Uber and Accenture are capping AI spend. The caps treat a measurement problem as a cost problem. Track cost per finished outcome instead.
AI won't kill your CRM. It will demote it into a back-end capability, and the real fight is over who owns the layer that runs the business.
More autonomy makes an AI agent useful only when it improves a verified outcome. Here is how outcome contracts, autonomy budgets, and design thinking set the right level.
AI can stand in for a thinking partner on product work, and it can also erode judgment. A stakes-versus-expertise map and a five-step protocol keep the call with you.
Jev put System 1 AI on the map. Within a week, open models copied its interface. Here's what Laya, Laya MLX and Kev match, where they trail, and what to use.
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