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A library of operating insight.

28 articles across 4 categories. Frameworks, lessons, and field notes from twenty-five years of building products, scaling operations, and advising founders.

28 perspectives

Every Edge Case Was a Choice — Software Accountability in the AI Era

Every if/then/else was written — or generated — by someone. As AI accelerates development, the temptation to skip human review grows. That's exactly when the most damaging failures slip through.

From Application to Iteration: Building a Product that Learns

Launch day isn't the end — it's the beginning of the learning loop. Build feedback into the product DNA.

From Evidence to Application: Turning Validation into Action

You've validated the problem. Maybe even pre-sold a few licenses. Most startups freeze here — here's how to keep moving.

From Idea to Evidence: How to Vet Your Problem and Solution

You've got an idea. So does everyone else. Pause before you spend 6 months building — here's how to validate fast.

GTM Doesn't End at Launch — It Begins at Every Feature

There's a myth in product land: that Go-To-Market is a one-time event. The best teams treat every feature release as a GTM moment.

The Press Release Isn't Dead — It's Your Forgotten MVP

There's something refreshingly tactical about a good old-fashioned press release. It forces clarity before you build.

MVP vs. MRP — Which One Is Right for Your Business?

Two strategies that often get confused. One tests the waters, the other replaces the plumbing. Here's how to choose.

Healthcare Supply Chains — Why MVP Beats Full-Scale Overhaul

A major hospital network facing supply shortages and fragmented data. The MVP approach delivered results in weeks, not years.

The 3 Pillars of Product Marketing

If you think Product Marketing is about making decks and naming things, you're already behind. It's the connective tissue between product and market.

When You MUST Commit to MRP Instead of an MVP

Sometimes the MVP path isn't enough. When compliance, safety, or market trust demands it, full replacement wins.

Why Product Marketing Deserves a Seat at the PM Table

Good product management gets you to market. Great product marketing keeps you there.

Counting Inventory Correctly — Part 3: Technology

Your tech stack is not your savior. It's a tool — nothing more. Choose it last, implement it carefully.

Counting Inventory Correctly — Part 2: Process

A broken process will break even the best technology. Design the workflow before you select the tool.

Counting Inventory Correctly — Part 1: People

Most inventory systems don't fail because of software. They fail because people never bought in. Start with the human layer.

When to Sunset Your Product and Invest in a Replacement

One of the hardest calls for any company — and how to make it clearly with data, not emotion.

How Product Managers Help Small Teams Move from Idea to Evidence

If you're a founder, you're biased. Not because you're careless — because you're close. A PM brings the outside-in lens.

What to Do When Your Product Feature Fails

Respond quickly and strategically. A failed feature isn't a dead end — it's a data point. Here's the playbook.

The Importance of Being Earnest in Embracing Iteration

Iteration isn't a fallback when you got it wrong — it's the deliberate path from a good product to a great one.

The Importance of Being Earnest in the Product Development Lifecycle

Treating each phase with equal earnestness is what separates competent execution from great products.

The Importance of Being Earnest in Product Assessment & Prioritization

Wilde's lessons on authenticity translate directly to how product teams evaluate features and decide what ships next.

The Importance of Being Earnest in Product Discovery

Oscar Wilde's classic offers a surprisingly useful framework for modern product discovery — be genuine, sincere, and thorough.

When Should I Expand My Ideal Client Profile?

Three steps to determine if it's time to grow your ICP without diluting what already works.

Implementing Inventory Management Solutions Simultaneously

A massive transformation that requires careful orchestration. Run them in parallel — but never without a plan.

Adjusting Your Sails

Course correction is a feature, not a failure. The best operators adjust continuously — here's the framework.

The Real Cost of Implementing an Inventory Management Solution

Organizations focus on upfront costs — but what about training, change management, and the full operational picture?

How to Adapt Your Product Discovery

Business leaders have shown the need to re-evaluate their ideal customer profile. Here's how discovery adapts.

Determining the Right Amount of Product Management for Your Company

Not every company needs a full PM org on day one. Here's how to right-size product management for your stage.

5 Easy Steps for Improving Product Clarity

At the heart of every great product is a clear sense of purpose driving innovation and customer impact.