The Model Wrote the Right Rule and My Replay Rejected It: The Extraction-vs-Replay Split

I wrote a Python library. Then I watched people not use it. Not because they disagreed with it — the...

Introduction: The days of standalone, text-only chatbots are now a thing of the past. In their place,...

There's a lot of guessing about whether AI systems are citing your site. Analytics won't tell you —...

"The day after the founding session I opened a short session that didn't touch the product: it defined how sessions are named, recorded and closed, so I could work across many of them without losing what the previous one had decided. I wen…

If you've maintained a Playwright suite for more than a few months, you know the real cost isn't...

A pull request description came back from my coding agent and I read it the way the reviewer would....

The diff is never the expensive part. The expensive part comes after: explaining to the person who...

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I measured what a page costs an AI agent as pixels vs as an accessibility tree. The difference is an order of magnitude.

Hello, I'm Maneshwar, and I'm building LiveReview — a blast-radius aware AI code review built for...