Source link : https://tech365.info/when-ai-turns-software-program-growth-inside-out-170-throughput-at-80-headcount/
Many individuals have tried AI instruments and walked away unimpressed. I get it — many demos promise magic, however in follow, the outcomes can really feel underwhelming.
That’s why I need to write this not as a futurist prediction, however from lived expertise. Over the previous six months, I turned my engineering group AI-first. I’ve shared earlier than in regards to the system behind that transformation — how we constructed the workflows, the metrics, and the guardrails. At present, I need to zoom out from the mechanics and discuss what I’ve realized from that have — about the place our occupation is heading when software program growth itself turns inside out.
Earlier than I do, a few numbers for instance the dimensions of change. Subjectively, it feels that we’re shifting twice as quick. Objectively, right here’s how the throughput developed. Our complete engineering staff headcount floated from 36 initially of the yr to 30. So that you get ~170% throughput on ~80% headcount, which matches the subjective ~2x.
Zooming in, I picked a few our senior engineers who began the yr in a extra conventional software program engineering course of and ended it within the AI-first manner. [The dips correspond to vacations and off-sites]:
Word that our PRs are tied to JIRA tickets, and the typical scope of these tickets didn’t change a lot by the yr, so it’s nearly as good a proxy as the information may give us.
Qualitatively, wanting on the enterprise…
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Author : tech365
Publish date : 2026-03-28 18:52:00
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