Why is AI filling my codebase with slop?
Why some teams compound AI speed while others compound review, recovery, and codebase decay—and the foundations that change the outcome.
Lama Lama insights
Find the lesson for the decision ahead.
Hard-won, practical judgement for founder-led teams learning like a startup while customers already expect a dependable product.
From Vibe to Viable
Why early proof creates an execution gap—and how every release, hire, and customer insight can make the next move faster.
Understand the execution gap →
The library
All insights.
Choose the question closest to the friction you’re feeling now.
Product judgement · Architecture · Quality · Team capability
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Latest -
When experienced advice doesn’t feel right
How to bring in expertise without surrendering consequential judgement or undermining real ownership.
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Why standardisation compounds
How making repeatable judgement explicit frees capacity for the work that still needs people.
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Why now: the constraint moved, but the model didn’t
Why AI changes the economics of building and raises the value of product judgement.
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The AI-Native Product Builder
How product and engineering roles converge around end-to-end outcome ownership as AI changes the cost of implementation.
From insight to action
Explore the offer →Working through the execution gap?
From Vibe to Viable brings product decisions, proportionate technical foundations, release confidence, and team capability together.