# AI, activity, and outcomes in software engineering

- HackerByte page: <https://hackerbyte.net/en/stories/examines-the-impact-of-ai-usage-on-activities-and-outcomes-within-software-engin-50455332>
- Original source: <https://cabird.com/talks/shipping-faster/>
- Hacker News discussion: <https://news.ycombinator.com/item?id=50455332>
- Submitted to Hacker News: 2026-11-11T16:33:28.000Z

Examines the impact of AI usage on activities and outcomes within software engineering processes.

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