TLDR PRODUCT MANAGEMENT 2026-02-17

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THE HIDDEN COST OF AI PROTOTYPES THAT ARE MADE TO DIE

AI makes prototypes easy to create, but not all are built to last. Choose tools based on whether the work should validate ideas quickly or evolve into real products.

WE STOPPED FORCING THE SUBSCRIPTION MODEL ON OUR USERS. HERE IS WHAT HAPPENED

When subscriptions misaligned with real usage, flexibility won. Top-ups increased engagement, retention, and revenue.

THE THREE JUGGLING ACTS (STRATEGIC, LAZY, AND SURVIVAL)

Teams shift between intentional strategy, undisciplined drift, and reactive survival. Real progress requires noticing the drift and reclaiming deliberate focus.

BLOCKED OR COPING?

Startups win when they find buyers who urgently want change because they are coping or blocked. Product-market fit exists when real demand comes first.

MANAGING MULTIPLE AGENTS

AI agent teams thrive with clear outcomes and simple guardrails. Balance autonomy with constraints to unlock speed without chaos.

MAKING A PRODUCT THAT MARL LOVES

Consumer apps win by serving our distracted, dopamine-seeking selves. At scale, engagement usually beats genuine self-improvement.

ONE LIST TO RULE THEM ALL

Organizations move faster with one clear, ranked priority list. Real progress requires visible trade-offs and focus.

WHEN INTERFACES BECOME DISPOSABLE

Interfaces are becoming disposable in the age of AI. The durable product is the service layer beneath them.

LAUNCH IT 3 TIMES

Great ideas often need multiple launches to stick.

THE AI PM IS NOW A BUILDER

AI-first companies now expect PMs to run evals, prototype with code, understand model tradeoffs, and automate with agents, meaning the PMs who thrive will be technical builders, not just coordinators.