Session Notes

Session Notes

Practical, operator-level insights on product leadership, strategy, and decision-making. Written from the perspective of someone who fixes these problems for a living.

Product Strategy

Product and Support Using the EAT Framework

How product teams should think about customer support using the EAT framework (Eliminate, Automate, Too Late). Why support is a strategic lever, not just a cost center, and how to use LLMs to classify customer pain at scale.

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Product Process

Product Intake Without Sales Hijacking It

Designing a product intake process that doesn't get hijacked by sales. Signal vs noise, sales influence without capture, and trust-preserving decision systems.

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Product Leadership

What a Fractional Product Leader Actually Does

A practical explanation of fractional product leadership: what it is, when it works, and what outcomes to expect.

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Product Leadership

When Fractional Product Leadership Works Better Than a Full-Time VP

Why timing and stage matter more than title. When fractional product leadership delivers better outcomes than hiring a full-time VP.

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Product Strategy

How Non-Technical Leaders Should Think About AI in Product

How non-technical leaders should think about AI in product. Decision framing, where AI fits vs doesn't, and avoiding AI-first traps.

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Product Strategy

Designing Product Strategy When Requirements Keep Changing

How to design product strategy when requirements keep changing. Decision-making under uncertainty, and why locking plans too early backfires.

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Product Strategy

Why Teams Build the Wrong Thing Without Realizing It

How teams end up building the wrong thing without noticing. Local optimization, false signals of success, and slow drift vs obvious failure.

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Product Leadership

When Leadership Alignment Is the Real Product Problem

What to do when leadership alignment is the real product problem. Hidden decision conflict, why product gets blamed, and forcing alignment without politics.

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Product Leadership

Do You Need a Product Leader or Better PMs?

How to tell if you need a product leader or just better PMs. Leadership vs execution gaps, accountability vs output, and hiring clarity.

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Product Strategy

Turning Customer Feedback Into Product Strategy

How to turn customer feedback into product strategy without chaos. Avoiding loudest-voice wins and using decision filters over backlogs.

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Product Planning

Why Most Product Roadmaps Don't Actually Guide Decisions

Why most roadmaps exist to reduce anxiety, not guide decisions. When they help vs hurt, and what clarity actually looks like.

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Product Strategy

Building a Lead Signal Engine

A detailed case study on designing and iterating a system to surface high-signal consulting opportunities. Learn how product thinking, rapid prototyping, and problem refinement led to a working Context Radar tool.

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