3. The operating cost starts after the demo (twoheads.net)

AI agencies sell the setup and leave before the operating cost. An AI workflow is still software — it has to be designed, shipped, watched, fixed, and owned after launch. How we actually use AI.

15. Why Problem Statements Aren't Enough (letters.unchartedpathbreakthroughs.com)

A Staff+ engineering story about using technical, organizational, and business context to turn strong technical work into organizational value.

26. A Fake Shell for Pangenomics (www.cs.cornell.edu)

To make our library for efficient pangenomics more palatable, I made a little Unix shell. It "cheats" when it sees commands that invoke other pangenomic CLI tools and runs built-in functionality instead. The shell is built around an instruction-based IR that can fluidly intermix shell-like I/O (files and pipes) with efficient in-memory data structures. In a debatably fair comparison, the fake shell runs one shell script 48× faster than running it with sh.

30. Philae's extraordinary comet landing relived (2024) (www.esa.int)

On 12 November 2014, after a ten year journey through the Solar System and over 500 million kilometres from home, Rosetta’s lander Philae made space exploration history by touching down on a comet for the first time. On the occasion of the tenth anniversary of this extraordinary feat, we celebrate Philae’s impressive achievements at Comet 67P/Churyumov-Gerasimenko.

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