Thought Munchies

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Ideas to Chew On, Clarity to Act On. 🌉 bridged from ⁂ https://www.thoughtmunchies.com/, follow @ap.brid.gy to interact

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Longform Stories

What We'd Have to Change: The Legibility Trap

When the skip is rational, willpower isn't the fix. Here's the structural change that makes asking the right question the expected move. Not the risky one.

2d ago·14 min read·2798 words

Why Smart People Skip the Question That Matters Most: The Legibility Trap

Why capable people skip the question that matters and why it's rational, not careless.

Jun 8·14 min read·2762 words

Why can't AI maintain its own code?

I wonder how the size of the repositories/lines of code to maintain impact the team size. Good Coding Practices always advocated composability. And the reason was to keep the complexity low. Theoret…

Jun 3·2 min read·380 words

What Does A Right-Sized Process Look Like?

When people skip your process, it's rarely about discipline. It's about weight. Every process accumulates steps that stopped earning their place. Here's a framework for telling what belongs.

Jun 1·9 min read·1716 words

Why Do You Dread a Process When It Was Built to Support Your Work?

The task is two minutes. The process around it is two weeks. Most people blame themselves. This essay asks why the scaffold always ends up heavier than the work it was built to carry and what happens …

May 24·8 min read·1501 words

Was This a Problem of Knowing, Deciding, or Doing?

Knowing. Deciding. Doing. Three dimensions every failure lives across. Most teams examine one and conclude. The real failure is never found until someone asks the right question first.

May 17·14 min read·2717 words

Hold your horses

On AI, hold your horses has never been truer. The hype moves faster than most people's ability to use it well. But holding your horses only works if you have a stable to put them in. Every experiment…

May 11·1 min read·84 words

Speed up your onboarding

Leaders treat onboarding as something that happens to them. It isn't. Most leaders ramp up by osmosis. Meetings, gradual pickup, weeks of piecing things together. There is a better frame for this: Hi…

May 11·1 min read·84 words

To Think Outside the Box, First Squeeze It

To think outside the box, you first need to squeeze it. Most teams treat constraints as obstacles. But some force clarity. Others hide the real problem. The worst ones? Still invisible. A framework fo…

May 10·14 min read·2664 words

Planned Self Obsolescence

Product and Engineering often get trapped in a mirror-image reactive loop, both prioritizing immediate noise over market-shifting bets. The side effect is that the entire organization then starts opti…

May 5·1 min read·58 words

From utils to utility_skills: We've Learned Nothing.

We are recreating every anti-pattern from software engineering. Teams are grouping AI tools into generic buckets: ❌ "utility_skills" ❌ "helper_agents" ❌ "common_prompts" THE SAME MISTAKE we spent ye…

May 2·1 min read·79 words

Why Does Your Team Keep Shipping and Missing?

Your team shipped. The metrics didn't move. The retro produced action items. None of it helped. Here's why.

May 2·11 min read·2069 words

The Hidden Cost of Never Removing Features

Why is it that engineering refactors code continuously without hesitation, but Product keeps legacy features running for years? Because removing doesn't feel like progress. And it's rarely treated as…

Apr 27·1 min read·80 words

The Power of Constraints

Stop trying to think outside the box. Build a smaller box. Struggling to find ideas? You have a constraint problem. Either you lack them, or you are honoring fake ones. Take product work. Your team …

Apr 21·1 min read·85 words

Shipping Your First AI Agent in 30 Days: A Guide for Product Managers

An executive demands an AI strategy in six weeks, but a deck without data is just theory. Learn how one PM used radical constraints to ship a single AI capability in 30 days, proving that real usage d…

Apr 16·19 min read·3718 words

Outcomes Are For Settling Bets

Most product teams treat outcomes like a report card. Did we hit the number? Did we pass or fail? But an outcome isn't a grade. It's how you settle a bet. Every item on your roadmap exists because s…

Apr 12·1 min read·94 words

Data vs Deck

Agentic Products are the future, we need to pivot immediately. Let's put a strategy together to become a market leader. vs We know AI agents are growing fast, let's find out which of our customers a…

Apr 11·1 min read·69 words

Shipping Is Not Done

Once during a call, a customer walked me through a problem they were stuck on. Halfway through though, I had to interrupt them. "We built that." I said, "Six months ago". Well, no I didn't mention "S…

Apr 11·1 min read·93 words

Too Blunt To Solve

Snap. The pencil tip shattered. Marcus didn't notice. He was stabbing "FOLLOW-UP MEETING" into his notebook for the third time this month. Same problem. Different Tuesday. Eleven people with eleven…

Apr 6·1 min read·78 words

Should You Build AI Agent Capabilities? A Decision Framework for Product Managers

Your CEO asks: "Should we become an agent capability?" You have one quarter, one team, finite resources. Build for AI agents or ship features your customers asked for? The five dimensions that determi…

Apr 6·1 min read·50 words

UI as API: Extracting Data Using Vision Models

When APIs don't expose what you need, vision models offer a stable alternative to brittle scrapers. A complete walkthrough building Jira automation.

Mar 15·1 min read·30 words

When Not to Fail Fast?

Fail Fast tells you how to move. It doesn't tell you what to check before you start. The cases where those questions go unasked don't just fail fast. They fail wide, quietly, and at someone else's cos…

Mar 9·1 min read·42 words

The Reversible Decision: A Product Manager's Guide to Navigating Uncertainty

Certainty is a recipe for brittleness. In fluid markets, the only real strategy is a shock absorber. From Bezos's Two-Way Doors to the Three-Strike Rule, learn how the Reversible Decision framework lo…

Feb 25·14 min read·2748 words

Your SaaS Product Is Becoming Liquid: The Bundle Is Unbundling

Two parallel shifts are converging: AI agents that generate interfaces on-demand, and LLMs that compile intent into code. Together, they're ending the era of fixed software. If the UI and the logic la…

Feb 6·12 min read·2359 words

Why Implementing Single Responsibility Principle is Hard

Software Responsibility is a language problem before it is a design problem. From "House Red" sauce mishaps to half-billion-dollar trading errors, discover how "Language Debt" collapses system navigat…

Jan 24·9 min read·1685 words