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Created from a study of 8.1+ M PRs from 4,800 engineering teams across 42 countries.

Explore new AI insights from the 2026 Software Engineering Benchmarks Report – backed by 8.1M+ PRs across 4,800 engineering teams and 42 countries.

Everything you need to define, hire, and empower the Director of AI enablement in your engineering organization.

This guide will show you why Rework matters, how to measure it, and how to reduce it with smart practices and automation.

In this guide you’ll learn why Planning Accuracy matters, how to measure it, and how top-performing teams improve it.

This guide will show you why DSAT matters, how to measure it, and how to improve it with practical actions and automation.

This guide will show you why Cycle Time matters, how to measure it, and how to reduce it with the right practices and automations.

Interact with your data using the LinearB MCP server to get the insight you care most about.

In this 35-minute workshop, you’ll learn how MCP insights and AI workflows are helping enterprise teams boost developer productivity and experience.