LinearB Blog | Insights and Best Practices for Software Engineering Leaders

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.

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.

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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.

DevEx

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...