#research
2 posts
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79% of engineering leaders say code ships faster but releases don't. I checked the math
A survey of 300 leaders says code ships faster with AI and releases don't. Instead of only arguing about the number, I went after why: writing code was a quarter of the week, release is a queueing problem, and organizations answer more code by adding gates.
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Does telling AI to skip code indentation actually save tokens?
A study from Monash University and Singapore Management University tested stripping indentation, whitespace and newlines from code before sending it to an LLM. Input gets much cheaper; output, barely, and the reason matters more than the number.