Watch On-Demand
Explore new AI insights from the 2026 Software Engineering Benchmarks Report – backed by 8.1M+ PRs across 4,800 engineering teams and 42 countries.
Speakers
Rob Zuber
CTO
Circle CI
Smruti Patel
SVP
Apollo GraphQL
Yishai Beeri
CTO
LinearB
About the workshop
No fluff. Just data-driven insights from millions of data points and a 35-minute roundtable discussion breaking down:
- State of the Market: Survey results and reflections from our 2026 AI in Engineering Leadership survey.
- 2026 Benchmarks: This year’s benchmarks include 20 metrics spanning the entire SDLC – plus 3 all-new AI metrics.
- [NEW] AI insights: A brand new segment breaking down the impact AI tools are having on delivery velocity, code quality, and team health.
Your next read
Guide
The APEX framework
An operating model for engineering productivity with practical guidance for how to measure AI impact.
Report
2026 Software Engineering Benchmarks Report
Created from a study of 8.1+ M PRs from 4,800 engineering teams across 42 countries.
Demo
Understand AI adoption and developer impact with the AI Insights Dashboard
This demo guides you through the AI Insights Dashboard, demonstrating how to track and analyze trends in AI tool adoption, rule coverage, and code quality....