Most PM advice tells you to stay out of the weeds. Focus on vision. Prioritize ruthlessly. Leave implementation to engineering. That advice breaks down fast in AI, data products, and internal platforms. If you're building retrieval pipelines, agent workflows, analytics exports, or cross-system automations, your product quality depends on how data gets combined, transformed, and […]
If you're asking what does a leading indicator do, the practical answer is simple. It gives a product team time to act before the headline number gets worse. Most PMs spend too much time explaining bad outcomes after they show up in revenue, churn, or retention reports. By then, the damage is already visible to […]
Most advice about team culture is wrong for product leaders. It tells you to care about values, trust, and morale, then leaves the actual execution to HR, founders, or good intentions. That's why so many teams say culture matters while still shipping slowly, re-litigating decisions, and burning out strong PMs. A product team's culture isn't […]
Your inbox is telling people what kind of PM you are, even when you're not replying. If your auto reply outlook setup is vague, late, or missing, stakeholders fill in the gaps themselves. Engineering assumes you're ignoring a blocker. Sales thinks product is unresponsive. Leadership reroutes around you. The issue isn't the email feature. It's […]
Every PM gets told to “build a differentiated product.” It's the most common advice in product, and one of the least useful. It sounds strategic, but it usually collapses into vague backlog debates, competitor feature matching, or branding exercises that never reach the product itself. The harder truth is that differentiation isn't one thing. It's […]
You’re looking at a dashboard with too many green arrows and not enough truth. DAU is up. Feature adoption is up. Session length is up. But churn is also up, support tickets are getting worse, and the growth story starts falling apart the moment someone asks the obvious question: which metrics are moving together, and […]
You’re probably here because someone on your team still treats Jira like a filing cabinet. A designer Slacks a bug. An engineer says, “Can you make a ticket?” A PM opens Jira, types a vague summary, skips the description, throws it into the backlog, and moves on. Two days later, the team is debating what […]
A product team once showed me a board with hundreds of tickets, seven issue types, and three different definitions of “done.” Nobody trusted the status, so they added more meetings. The meetings became the system. The End of Process for Process' Sake A lot of teams don’t have a prioritization problem. They have a friction […]
You’re in a review meeting. The game pitch is polished, the target audience sounds plausible, and the roadmap looks tidy. Then someone asks the only question that matters: how do you know this is worth building? That’s where product managers get exposed. A lot of PMs in games can write a positioning memo, summarize player […]
Most product teams don't have a strategy problem. They have a naming problem. They call a roadmap a strategy. They call quarterly themes a strategy. They call a pile of stakeholder requests a strategy. Then they wonder why engineering feels busy, design feels fragmented, leadership feels unconvinced, and customers don't feel much of anything. I've […]