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Exclusive research, reports, ROI tools, workshops, infographics, and ready-to-use presentation templates for engineering leaders looking to build a continuous improvement engine. 

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

AI prompts for the LinearB MCP server

Discover how to track and drive AI productivity impact across your entire engineering organization.

AI productivity guide for engineering leaders

We built the industry’s first controlled evaluation framework to compare leading AI code review tools with real-world code, injected bugs & an objective scoring model.

AI code review tools: 2025 evaluation guide

By 2028, 60% of Fortune 500 companies will use developer productivity insight platforms to track developer productivity, up from 15% today. In this guide from Gartner, you'll discover:

Gartner® Market Guide: Developer Productivity Insight Platforms

Navigate the AI transformation with a practical framework to measure and scale your AI maturity across the SDLC.

The DevEx leader's guide to scaling AI adoption

Learn how platform engineers from leading enterprises are enabling safe, scalable AI adoption across the SDLC.

The platform engineer’s guide to AI adoption

This guide goes beyond the AI hype to explore six emerging trends defining the future of AI-driven software engineering.

The 6 trends shaping the future of AI-driven development

We polled 400+ software engineers on how they’re integrating AI into their daily workflows. Here’s where they stand.

The DevEx guide to AI-driven software development

We polled 300+ CTOs, VPEs, and Engineering managers about DevEx and data-driven practices. 

Beyond The DORA Frameworks

Learn what 20k high-performing teams are doing to remove friction and scale AI effectively.

The 6 bottlenecks slowing AI-driven development

Hear how leading enterprises are applying LLMs to accelerate testing and code migrations.

How Meta & Google are scaling AI across the SDLC

Created from a study of 6.1+ M PRs from 3,000 engineering teams across 32 countries.

2025 Software Engineering Benchmarks Report

How dependency management bots are affecting your Developer Experience and Productivity.

Managing Bot-Generated PRs & Reducing Team Workload by 6%

This LinearB Research Report breaks down how to measure the impact of Generative AI code across the software delivery lifecycle.

Measuring Impact: The GenAI Code Report

The DevOps Research and Assessment (DORA) team at Google and LinearB have partnered to gather research from over 36,000 professionals worldwide for the 2023 Accelerate State of DevOps Report. 

2023 DORA Report

This report represents the average annual return on investment engineering organizations realize when using LinearB to increase developer efficiency, streamline reporting and reinvest new value.

ROI Calculator

Engineering leaders should focus on addressing both sides of their dual mandate during executive and board meetings: Operational Excellence & Business Outcomes. The CTO Board Deck provides templates that help guide you through the KPIs and project updates business stakeholders are most interested in. 

CTO Board Deck Template

Set team improvement goals using industry standard benchmarks

Engineering Metrics Benchmarks

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

Closing the AI gap: Surpassing executive expectations for AI productivity

In this 35-minute workshop, we’ll unpack how enterprise teams are redefining the PR lifecycle to accommodate AI-generated code at scale.

The AI upgrade to your SDLC: A data workshop on AI code reviews

Watch this live panel discussion to hear the latest trends in how enterprises are using AI to drive developer productivity.

Beyond Copilot: What’s Next for AI in Software Development

Move over copilot, we’re in the driver’s seat now. We’ve introduced three new AI-driven features that are saving developers ~3 hours a week.

The Future of Productivity Is AI-Driven

Join this 35-minute workshop to explore the slides and best practices CTOs use when speaking to the board about their Developer Experience initiatives. 

Translating DevEx to the Board 

Move from academic frameworks to impact-based data practices in this on-demand workshop

Beyond the DORA Frameworks

Explore the Developer Productivity and Experience insights from the 2025 Software Engineering Benchmarks Report.

2025 Engineering Benchmarks Insights

Explore new research that exposes the effects of Bots on your team’s Developer Experience and Productivity.

SDLC Impact Workshop: 13.3% of Your PRs Are Bot-Created – Now What?

Get the scoop on SEI and find out how VPs of Eng. at the world's largest enterprises are uniting operations to increase developer output.

The AI Productivity Platform

Features

Resource Center

AI prompts for the LinearB MCP server

Closing the AI gap: Surpassing executive expectations for AI productivity

AI productivity guide for engineering leaders

AI code review tools: 2025 evaluation guide

The AI upgrade to your SDLC: A data workshop on AI code reviews

Gartner® Market Guide: Developer Productivity Insight Platforms

The DevEx leader's guide to scaling AI adoption

The 6 bottlenecks slowing AI-driven development

The platform engineer’s guide to AI adoption

The AI Productivity Platform

Features

Resource Center

AI prompts for the LinearB MCP server

Closing the AI gap: Surpassing executive expectations for AI productivity

AI productivity guide for engineering leaders

AI code review tools: 2025 evaluation guide

The AI upgrade to your SDLC: A data workshop on AI code reviews

Gartner® Market Guide: Developer Productivity Insight Platforms

The DevEx leader's guide to scaling AI adoption

The 6 bottlenecks slowing AI-driven development

The platform engineer’s guide to AI adoption

Join our community of data-driven dev leaders