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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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Are Only 20% of Devs Happy? | Stack Overflow’s Erin Yepis

Making Sense of Agentic AI | ThoughtWorks’ Birgitta Boeckeler

Open Source Meets AI

Quickstart Guide: Your Path to DORA Excellence

CTO Board Deck Template

Engineering Metrics Benchmarks

Developer productivity encompasses three key areas: efficiency, effectiveness, and experience–spanning critical engineering KPIs like DORA metrics, Business Alignment, and Developer Experience. In this handbook we cover: 


The CTOs Developer Productivity Handbook 

As you move from tool discovery to scheduling demos, the Software Engineering Intelligence Evaluation Guide provides details into category capabilities, use cases, solutions and best practices when evaluating a purchase. In this guide you’ll find: 


Software Engineering Intelligence Evaluation Guide

As you move from tool discovery to scheduling demos, the 2025 Buyer’s Guide to Software Engineering Intelligence tools provides details into category capabilities, use cases, solutions and best practices when evaluating a purchase. In this guide you’ll find: 


2025 Buyer’s Guide: Software Engineering Intelligence 

As you move from tool discovery to scheduling demos, the Software Engineering Intelligence Buyer’s Scorecard provides details into category capabilities, use cases, solutions and best practices when evaluating a purchase. In this guide you’ll find: 

Software Engineering Intelligence Buyer’s Scorecard

Discover how to quantify developer productivity, common blockers, strategies to improve it, and how and when to present dev productivity data.

Engineering Leader's Guide to Developer Productivity

Improve every aspect of your SDLC, leveraging the power of SEI.

The Essential Guide to Software Engineering Intelligence Platforms

This Market Guide provides an in-depth analysis of how leveraging SEI platforms can help engineering leaders significantly improve team productivity and value delivery. 

Gartner® Market Guide: SEI Platforms

Your comprehensive guide to getting started with your Free LinearB account and leveraging DORA metrics to build an elite engineering organization.

Download this step-by-step guide to learn how to use engineering metrics, resource allocation telemetry, and workflow automation to identify project risk early and ensure your team delivers projects on time, within scope, as promised. 

Engineering Leader's Guide to Predictable Project Delivery

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. 

Set team improvement goals using industry standard benchmarks

With LinearB, your teams can focus on developing the next killer app and delivering more value—not spend their time stuck in meetings, delivering status updates, pinging colleagues for review requests, or toiling away in PM tools.

2023 Developer Efficiency Report

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.

Software Engineering Intelligence: Exposed & In Action

Learn to build a metrics program that boosts engineering efficiency and reduces cycle time by 47%.

Starting Your Engineering Metrics Program

A workshop for setting OKRs and KPIs that drive predictable software delivery.

Modern Practices for Goal Setting in Software Engineering

Join us as we explore the metrics that measure the impact GenAI has on the software delivery process.

Measuring Impact: GenAI Code

Google's DORA team and LinearB present the latest insights from this year's Accelerate State of DevOps Report.

DORA & LinearB present: Insights into the 2023 Accelerate State of DevOps Report

Learn the team level metrics that indicate quality and delivery risk, the OKRs that drive measurable business impact, and the metrics that matter to the CEO.

Benchmark: Building an Engineering Metrics Function

Explore the new technology Platform Engineering teams are using to create compound efficiency gains by shifting CI/CD workflow automation left.

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