Product Management
Loop engineering shifts the work from prompting agents to designing triggers, durable state, verification, limits, and human gates. Here is where it works and where it breaks.
Newsletter
Satya Nadella’s Reverse Information Paradox points to a real enterprise risk—but data leakage is only half the story. The deeper challenge is retaining what our teams teach AI.
ai-product-management
A practical guide to taking AI-built prototypes beyond localhost: hosting, backends, databases, auth, and real-user readiness.
Newsletter
AI infrastructure demand is already leaking into hardware prices through memory and storage. The next shock may be the AI subscriptions companies are building workflows around.
Newsletter
AI agents are moving from chat windows into real workflows. PMs now need to design delegation: memory, permissions, evaluation, orchestration, and accountability.
Newsletter
The next AI product advantage will not come from another AI button. It will come from designing the loop that turns model output into better work over time.
Newsletter
Model quality still matters. But the products that win will be the ones with the deepest context, the most useful memory, and the clearest permission layer around what agents can know and do.
Newsletter
AI agents are moving from demos into the operating layer of work. The product opportunity is designing how humans, agents, context, permissions, reviews, accountability, and economics work together.
Newsletter
The next AI strategy question is not just which model is best. It is which model is economically right for this workflow.
Newsletter
Shopify’s River shows why the next internal AI-agent advantage may come from making work visible, searchable, and reusable.
Newsletter
Claude Code’s /goal, hooks, checkpoints, and agents show where AI coding tools are heading: from chatbots to governable workflow-control layers.
Newsletter
Why the future of AI products is not one giant model everywhere, but a hybrid intelligence stack of frontier models, SLMs, open models, routing, and evals.