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Difftray and the agentic code review loop
When coding agents can produce changes faster than you can inspect them, what does a useful code review look like?
In this Fresh from the Oven episode, Marco walks us through his agentic development setup. He explains how he reviews plans and architecture before implementation, how he uses fresh contexts and different models to review generated code, and why the signals he looks for are changing as code becomes a commodity.
The core of the conversation is Difftray, Marco’s local-first review desk for Git changes. Marco built it after repeatedly losing track of files that an agent had changed…
The skinny
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