LinearB Blog | Insights and Best Practices for Software Engineering Leaders

Workflow

How Google Uses AI to Speed Up Code Migrations by 50%

Google used AI to automate 74% of a code migration and cut dev time by 50%. Learn how LLMs are transforming software maintenance and developer productivity

DevEx

Measuring Developer and Agent Productivity in an API-Driven World

Learn how to measure developer and agent productivity in an API-first world. Discover key API metrics, the rise of Agent Experience, and best practices for...

DevEx

Measuring and Reporting DevEx Metrics that Impact Business Value

Learn how to measure Developer Experience ROI, connect DevEx metrics to business outcomes, and communicate engineering impact to executives and investors.

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Workflow

The Matrix That Makes Your AI Strategy Make Sense

Learn how to map your AI adoption journey with the AI Collaboration Matrix—track coding, workflows, and strategy to build a smarter, agentic engineering org.

Workflow

Specialized AI Models: The Future of AI-Assisted Coding

Explore how specialized AI models outperform general LLMs in enterprise software development, from transparency to cost and code quality.

Eng. Metrics

Top 12 Software Quality Metrics to Measure and Why

Go beyond code coverage. Learn about the 12 key software quality metrics that truly reflect your engineering team’s performance, from MTTR to user satisfaction.

How Meta Measures Coding Time to Boost Developer Productivity

Learn how Meta measures coding time to improve developer productivity, and why coding time is a powerful metric for engineering productivity.

Leadership

Defining Software Capitalization and How to Capitalize Software Costs

Learn what software capitalization is, why it matters to engineering leaders, and how to align with GAAP rules while improving reporting and developer productiv...

DevEx

Buying a Developer Experience Platform? 8 Questions to Ask Yourself Before Taking the Leap

Before you buy a Developer Experience Platform, ask these 8 questions to ensure it improves team productivity, DevEx, and business outcomes.

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How Google Uses AI to Speed Up Code Migrations by 50%

Measuring Developer and Agent Productivity in an API-Driven World

Measuring and Reporting DevEx Metrics that Impact Business Value

Join our community of data-driven dev leaders

The Matrix That Makes Your AI Strategy Make Sense

Specialized AI Models: The Future of AI-Assisted Coding

Top 12 Software Quality Metrics to Measure and Why

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Developer Experience Quantified: The Impact on Productivity

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What is Developer Productivity and How to Measure It

How Meta Measures Coding Time to Boost Developer Productivity

Defining Software Capitalization and How to Capitalize Software Costs

Buying a Developer Experience Platform? 8 Questions to Ask Yourself Before Taking the Leap