Writing
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Thinking about AI product leadership, building with AI tools, governance, and the economics of shipping AI in production.
Writing
Thinking about AI product leadership, building with AI tools, governance, and the economics of shipping AI in production.
Showing 25–36 of 72 articles

When prototypes take hours not weeks, the bottleneck is not engineering any more. It is judgment: which option deserves trust, testing, and investment.

AI productivity does not hand ambitious builders spare time. It increases the number of bets, side projects, and decisions they can pursue each week.

The traditional property portal is a database wrapper that shifts the cognitive load entirely onto the buyer. AI is about to collapse that model completely.

Zapier's V2 AI Fluency Rubric reveals a calibration problem. Most companies' target for AI adoption maps to Zapier's baseline, one step above their minimum.

Anthropic research reveals a 61-point gap between AI capability and actual deployment. That gap explains why the workforce apocalypse has not arrived yet.

Product leaders who have not felt latency or wrestled with hallucinations first-hand build AI strategies on fantasy. The case for builder-leader identity.

Engineering teams spend more on AI tokens than junior salaries. The cost structure of building software has inverted and most finance teams missed it.

50+ AI features, 6 LLMs, native mobile, Stripe billing. Two vertical SaaS platforms built solo to prove the one-person product company model transfers.

Zillow, Redfin, and Homes.com have all bolted conversational UI onto their portals. It's an impressive technical feat that completely misunderstands how people want to buy houses.

When AI writes the code, green CI isn't enough. The new discipline is understanding and defending the choices the model made — not just the ones you made.

AI collapses the cost of cross-domain competence. The career advantage belongs to people who stack skills, not the ones who go deeper in a single silo.

The 'never rewrite' doctrine was based on rewrite cost. AI has collapsed that cost to days. Pre-launch rewrites are now a product strategy, not a failure.