Free guide

Give AI agents real autonomy, without losing control

01 Portada A
20 Mistakes
05 Divider 2

For CTOs and Heads of Engineering rethinking how to build products with AI

The problem

The bottleneck stopped being code.
It is scattered context

If your team already runs several products in production and some roles work with agents, the same problem shows up three different ways depending on who is looking at it.

CTO & VP Engineering

You answer if an agent breaks production

You cannot tell whether an agent can touch three repos at once without somebody coordinating every step by hand. Giving autonomy feels like giving up visibility.

PM Lead & Head of Design

You are the human API between three tools

Brief in a doc, design in Figma, code in the repo, decisions in Slack. Every handoff is a translation, and every translation loses context. The agent only ever sees one tab.

CPO & Head of Product

Five squads, five ways of using AI

Every squad is testing agents on its own. Nothing one team learns benefits the others. The fear is not failing to adopt AI, it is adopting it in a way that never scales.

What is inside

meta-repo, and the two files that make it run

The problem

The bottleneck stopped being code.
It is scattered context

If your team already runs several products in production and some roles work with agents, the same problem shows up three different ways depending on who is looking at it.

CTO & VP Engineering

You answer if an agent breaks production

You cannot tell whether an agent can touch three repos at once without somebody coordinating every step by hand. Giving autonomy feels like giving up visibility.

PM Lead & Head of Design

You are the human API between three tools

Brief in a doc, design in Figma, code in the repo, decisions in Slack. Every handoff is a translation, and every translation loses context. The agent only ever sees one tab.

CPO & Head of Product

Five squads, five ways of using AI

Every squad is testing agents on its own. Nothing one team learns benefits the others. The fear is not failing to adopt AI, it is adopting it in a way that never scales.

“The market talks about individual geniuses with AI superpowers. Almost nobody talks about how an entire team does it, without breaking what already works.”
Adrián Depedro

Adrián Depedro, Cofounder & CPO @Shakers

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