LinearB Blog | Insights and Best Practices for Software Engineering Leaders

The convergence of GraphQL and AI: building the future of agent experience

Learn why GraphQL is the essential semantic layer for AI. See how building a connected graph of data unlocks powerful, reliable agent experiences and reshapes...

AI Measurement Framework: AI Performance, Adoption & ROI Guide

Complete AI measurement guide: Learn how to measure AI performance, impact & ROI with LinearB's framework. Tools, metrics & best practices included.

Sycophancy in AI: The dangers of people-pleasing artificial intelligence

When AI is designed to please, it threatens accountability and trust. Learn expert frameworks to build honest and effective AI for the workplace.

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Eng. Metrics

Software development metrics guide: Benchmarks & best practices

Master software development metrics with industry benchmarks from 6.1M+ pull requests. Learn DORA metrics, developer productivity, and implementation strategies...

Eng. Metrics

AI-driven software development: Navigating the shift from speed to velocity

Discover how AI is transforming software development, shifting focus from speed to purposeful velocity for sustainable, high-impact engineering results.

Eng. Metrics

Engineering mental models for happier, more productive teams

Discover key engineering mental models for happier, more productive teams—identify bottlenecks, reframe technical debt, and use metrics to drive improvement.

Finding and eliminating waste in software development

Discover how to identify and eliminate waste in software development to boost engineering efficiency, align goals, and foster continuous improvement.

Eng. Metrics

DX Core 4 deep dive: beyond framework hype to real engineering results

Comprehensive DX Core 4 analysis reveals which metrics actually drive engineering productivity. Get the full breakdown of metrics, limitations, and alternatives...

DevEx

How Shopify built a premier developer experience

See how Shopify builds a top-tier developer experience with mission-driven culture, first-principles thinking, and high-autonomy teams.

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The convergence of GraphQL and AI: building the future of agent experience

AI Measurement Framework: AI Performance, Adoption & ROI Guide

Sycophancy in AI: The dangers of people-pleasing artificial intelligence

Join our community of data-driven dev leaders

Software development metrics guide: Benchmarks & best practices

AI-driven software development: Navigating the shift from speed to velocity

Engineering mental models for happier, more productive teams

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AI Measurement Framework: AI Performance, Adoption & ROI Guide

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Finding and eliminating waste in software development

DX Core 4 deep dive: beyond framework hype to real engineering results

How Shopify built a premier developer experience