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[ARTICLE · art-81077] src=news.ycombinator.com ↗ pub= topic=artificial-intelligence verified=true sentiment=· neutral

Ask HN: How are you leveraging AI/LLMs as software dev TEAM

A software engineering manager at a big tech company asks the Hacker News community how software teams are leveraging AI and large language models beyond individual developer use, seeking examples of shared workflows, reduced toil, and fewer bugs or incidents from AI adoption.

read1 min views3 publishedJul 30, 2026

SWE manager at $BIGTECH company here.

I am curious to know if your software team is finding any real gains outside of individual developers leveraging LLMs and coding harnesses etc.

Are you successfully sharing data/context between team members, creating shared workflows, reducing toil, bugs or production incidents as a result of your AI adoption?

Thanks for sharing any ideas.

Comments URL: [https://news.ycombinator.com/item?id=49116891](https://news.ycombinator.com/item?id=49116891)

Points: 1
source & further reading
news.ycombinator.com — original article Wrapper Company vs. Recursion Company Ask HN: What former "must-have" AI agent skills have you deprecated? Ask HN: Do older programmers/CS academics view AI safety as a form of arrogance?
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