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AI at Work

Tweets, posts, and field notes on how people and companies are actually adopting AI at work.

  1. Tweet

    Mar 11, 2026

    Mandatory AI coding adoption can become a metrics trap

    The post’s main point is about incentives, not just outages: once AI adoption becomes a tracked corporate goal, teams can end up defending the metric while quietly adding process to offset operational risk. It is a useful example of how rollout pressure, autonomy, and production guardrails interact.

    Author
    Aakash Gupta
    Published
    Mar 11, 2026
    Tags
    ai-adoption ai-coding engineering metrics workflows

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