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YesCodex · 18 Jan 2026

All of the thorough analysis that previously would've taken a bunch of tedious extra thought work to do for marginal benefit (with a well-calibrated intuition) becomes 5 seconds of thought to the the computer to build a harness and then letting it chew on that for 15 minutes

ndriscoll on Hacker News

5 seconds of thought to the the computer to build a harness and then letting it chew on that for 15 minutes

In the thread “Software engineers can no longer neglect their soft skills”, replying to this comment

Helped: Automating tedious analysis and profiling scripts that were previously skipped.

I've found coding assistants to be a huge boon for this. All of the thorough analysis that previously would've taken a bunch of tedious extra thought work to do for marginal benefit (with a well-calibrated intuition) becomes 5 seconds of thought to the the computer to build a harness and then letting it chew on that for 15 minutes. It now also takes me one command and less than a minute to get pprof captures from all the production services my team owns (thanks to some scripts I had it write), which is just something I never would've bothered to automate otherwise, so we never really looked much at it. …