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Latest  /  July 4, 2026

Posts from July 4, 2026

5 posts from engineering leaders published July 4, 2026, by Avery Pennarun, Chris Kiehl, Armin Ronacher and 2 more.

July 4, 2026 5 POSTS

thundersnap 0.01: an undo button for everything

Happy July 4th! For those of us around the world contemplating independence, it's a good day to think about how we came to rely on expensive cloud infrastructure for our fundamental computing needs. With that in mind, here is my latest toy project: an open source tool that makes…

Leadership & Management

Better Models: Worse Tools

A very strange Pi issue sent me down a rabbit hole over the last two days. The short version is that newer Claude models sometimes call Pi’s edit tool with extra, invented fields in the nested edits[] array. And not Haiku or some small model: Opus 4.8. The edit itself is usually…

Systems & Infra

Harness Engineering for Self-Improvement

The concept of recursive self-improvement (RSI) dates back to I. J. Good (1965) , where he defined an “ultraintelligent machine” as a system that can surpass humans in all intellectual activities and design better machines to improve itself. Yudkowsky (2008) used the phrase…

ML & AI