

Why we got rid of our small-PR rule
Small PRs are great for humans, but not for AIs. Instead of focusing on diff size, we moved ot a risk-based model.


Small PRs are great for humans, but not for AIs. Instead of focusing on diff size, we moved ot a risk-based model.

Small PRs are great for humans, but not for AIs. Instead of focusing on diff size, we moved ot a risk-based model.


Fragmentation compounds really fast when everyone ships with their own agenting workflow

Fragmentation compounds really fast when everyone ships with their own agenting workflow


In a typical week, our team ships four or five features. Sometimes more. Testing all of them at that pace, with humans, isn't really realistic.

In a typical week, our team ships four or five features. Sometimes more. Testing all of them at that pace, with humans, isn't really realistic.


On extending a high-volume production pipeline instead of building alongside it, and the edge cases that only appear at the intersection of correct decisions

On extending a high-volume production pipeline instead of building alongside it, and the edge cases that only appear at the intersection of correct decisions


Instead of writing code, lot of the work I do is providing context to the agents so I can, hopefully, come back to them having completed a bunch of tickets.

Instead of writing code, lot of the work I do is providing context to the agents so I can, hopefully, come back to them having completed a bunch of tickets.


When everyone can ship clean code with AI, the transcript of how they got there becomes a key signal.

When everyone can ship clean code with AI, the transcript of how they got there becomes a key signal.