No hype. Just signal.
Practitioner-grade writing on agentic AI, generative intelligence, and product strategy. Published on Substack. Written from the inside of building — not from observing it.
Autonomous systems, multi-agent architectures, real deployments, failure modes, and what it actually takes to ship agentic products in production.
Foundation model dynamics, inference economics, commoditization cycles, and enterprise adoption patterns — where the market is actually going.
Building AI-native products, go-to-market in a crowded space, and the economics of running a solo AI company at scale.
Agentic Commerce: AI Shopping Agents Transforming Retail
How autonomous AI agents are becoming personal shoppers — and what it means for the future of retail, discovery, and consumer behavior.
The Commodity Cycle: Why Every AI API You're Paying For Will Eventually Be Free
The inevitable commoditization of AI infrastructure — and what to build on top of it before it happens.
When AI Agents Go Rogue: Real Failures, Why Guardrails Matter, and How to Rein Them In
Real failure cases from autonomous AI deployments — and the guardrail patterns that prevent them from happening in production.
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