Archive

Systems Thinking

Research is leadership, and code can help (but only in the right places)

Feb 22, 2026

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7 min read

Research is leadership, and code can help (but only in the right places)

Code was never the blocker in delivering customer value — and the easier writing code becomes, the more it distracts from the work we must do to unblock productivity.

Pavel Samsonov

LLMs

Corporations demand perfection from workers, but AI gets unlimited slack.

Feb 15, 2026

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7 min read

Corporations demand perfection from workers, but AI gets unlimited slack.

LLM users have bottomless patience for inconsistent tools, and no grace left for their colleagues. What if we could flip it around?

Pavel Samsonov

Feedback Loops

Feb 7, 2026

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5 min read

The circular logic of our metrics

We design what is familiar. The design patterns we adopt are the ones yelling at us the loudest.

Pavel Samsonov

Systems Thinking

You can't "AI-proof your career" with a project mindset

Feb 1, 2026

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8 min read

You can't "AI-proof your career" with a project mindset

Don't try and compete with LLMs. Instead, cure yourself of computer brain.

Pavel Samsonov

Systems Thinking

Vibe prototyping isn't solving any problems. But it's creating many new ones.

Jan 24, 2026

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7 min read

Vibe prototyping isn't solving any problems. But it's creating many new ones.

It's easy to prototype and so everyone is prototyping, without really knowing why they are doing it.

Pavel Samsonov

Problem Design

Your problem framing is sabotaging your strategy

Jan 18, 2026

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7 min read

Your problem framing is sabotaging your strategy

Skipping to designing the solution before you have adequately designed the problem is not speeding you up, but slowing you down.

Pavel Samsonov

Systems Thinking

See what is happening, not what is supposed to happen

Jan 11, 2026

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11 min read

See what is happening, not what is supposed to happen

The stories we are telling around user research and LLMs have locked us into a doomed framing. Reject the very notion that it is "better than nothing."

Pavel Samsonov

Problem Design

Jan 4, 2026

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7 min read

Your metrics are an avoidance strategy

Being able to quantify outcomes doesn't make them meaningful. Moving past artificial metrics requires building shared intention with colleagues.

Pavel Samsonov

Systems Thinking

Dec 26, 2025

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6 min read

Bouncing back from burnout

The causes of burnout are systemic. You can't get out of it just by trying harder.

Pavel Samsonov

LLMs

AI Fatigue VS the Executive Echo Chamber

Dec 20, 2025

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7 min read

AI Fatigue VS the Executive Echo Chamber

The backlash against "AI-in-everything" is rising. Only execs are surprised.

Pavel Samsonov

Archive

Research is leadership, and code can help (but only in the right places)

Corporations demand perfection from workers, but AI gets unlimited slack.

The circular logic of our metrics

You can't "AI-proof your career" with a project mindset

Vibe prototyping isn't solving any problems. But it's creating many new ones.

Your problem framing is sabotaging your strategy

See what is happening, not what is supposed to happen

Your metrics are an avoidance strategy

Bouncing back from burnout

AI Fatigue VS the Executive Echo Chamber

The Product Picnic