11 March 2026
$25 per PR seems like a lot - or is it just a start?*
Anthropic named the price for PR review. It averages between $15-$25 per pull request.
PR is a vague representation of unit of work:
An entire new feature implemented with tests A bug fix A typo correction On one hand, in such a price model we want to get the most out of each PR = more changes = more lines of code = bigger batch size.
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4 March 2026
Over the weekend, I had fun with Codex 5.3.
For a long time, I wanted to change the theme of my personal website.
My website is built with Hugo. While there are plenty of themes, finding the perfect one is hard.
So I figured, why not use AI to change the design of my website?
And so I went. I described what I wanted to achieve:
Modern design Fix the privacy bar Always show the top bar while scrolling Use Playwright to validate your changes - this allowed Codex to see the changes it was making Codex asked a few clarifying questions, and magic happened:
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9 November 2025
Sometimes the best way is to just get started - and we will start by spinning up your very first cluster.
That’s correct - right on your laptop.
Word of warning - some familiarity with CLI tools is greatly useful here.
If you prefer video, I’ve got you covered What is Kubernetes? Kubernetes (often shortened to K8s) is a platform for running and managing your containerised applications (think Docker) at scale.
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