Mmastodon TechnologySoftware first seen 16 h ago, last 14 h ago, peak #11
Every AI rollout comes with a productivity dashboard
Original: Every AI rollout comes with a dashboard. PRs merged per week, time from ticket to prototype, model accuracy on the eval
Software developers are pushing back on the metrics companies use to judge AI-assisted engineering. Pull requests merged, ticket-to-prototype time and model accuracy all rise in the first quarter after an AI rollout, but critics argue these numbers only measure how fast new code is produced, not whether it is correct, maintainable or actually solving user problems, inviting a short-term velocity bias.
Why now: Debate over whether AI productivity dashboards measure real engineering value or just short-term output
AIsoftware engineeringsoftware developers
Rank over time, top of the chart is #1. 2 snapshots from 16 h ago to 14 h ago.
Evidence
- Every AI rollout comes with a dashboard. PRs merged per week, time from ticket to prototype, model accuracy on the eval set. All of those numbers go up and to the right in the first quarter, and all of them are measuring the same thing: how fast you can produce something new.… · hackaday@www.urbanmind.net · 3
API: https://socialmediatrends-api.osmike.com/v1/trends/1457477