# Developer Experience Metrics | Improve DevEx with LinearB

> Get a 360-degree view of your team’s DevEx. Track DORA metrics, reduce dev toil, and foster professional growth with AI-driven developer experience insights.

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Just In!

The engineering productivity gap: How elite AI teams are pulling away from the rest

[Register now](https://linearb.io/event/engineering-productivity-gap)

Use Cases

# Measuring Developer Experience

Pave a path for your team

Get an immediate and objective understanding of what is working well and what needs to be optimized to keep your developers happy and productive.

[Book a demo](https://linearb.io/book-a-demo)
[Start free trial](https://linearb.io/start-free-trial)

![Merged Without Review](https://assets.linearb.io/image/upload/c_fit,w_2560,h_2131/f_auto/q_auto/v1/uc-mde-hero_2?_a=BAVMn6ID0)

Customers: SurveyMonkey Logo, Mitratech Logo, Syngenta Logo, INGKA Logo, Silicon Labs Logo, BigID logo, Expedia logo, Peloton logo, Equinix logo, Adobe logo, Vizio logo, Solace logo, Astronomer Logo, Norwegian Cruise Line Logo, Gainwell Logo

The engineering productivity gap: How elite AI teams are pulling away from the rest

![The engineering productivity gap: How elite AI teams are pulling away from the rest](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/workshop_ai_benchmarks_2026_3c66bcb2ce?_a=BAVMn6ID0)

## Get a 360-degree view of your team

### Start with your baseline

Establish the foundation of your benchmark across [APEX metrics ](https://linearb.io/resources/apex-framework), starting with pillars that matter most to you.

![Start with your baseline](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/start-with-dora-metrics?_a=BAVMn6ID0)

### Analyze developer perception

Use recurring surveys to incorporate developer feedback into improvement initiatives and justify DevEx investments to leadership.

![Analyze developer perception](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/analyze-developer-perception?_a=BAVMn6ID0)

### Foster professional development

Get full visibility into your devs’ performance. Identify skill gaps, learning opportunities, and conduct reviews with complete objectivity.

![Foster professional development](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Frame_67865_27?_a=BAVMn6ID0)

### Unblock your devs with automations

Turn insights into action with powerful automations that eliminate manual tasks, remove context switches, and shorten your cycle time by 19%.

![Unblock your devs with automations](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/unblock-your-devs-2?_a=BAVMn6ID0)

## Ready to reduce dev toil with one of our quickstart templates?

### Code experts

Automatically route PRs to engineers who know the code best.

[Get started](https://linearb.io/blog/find-code-experts)

### PR labeling

Add clear labels to every PR so reviewers know exactly what’s required.

[Get started](https://linearb.io/blog/pr-labeling)

### PR notifications

Surface active review requests and PR status updates to reduce idle time.

[Get started](https://linearb.io/blog/pr-notifications)

### PR enrichment

Link PRs to project tracking tools automatically for better visibility and forecasting.

[Get started](https://linearb.io/blog/pr-enrichment)

### PR policy setting

Enforce your team’s code review standards at scale with automated PR policies.

[Get started](https://linearb.io/blog/pr-policy-setting)

[Learn MoreRead our Guide on Accelerating Developer Productivity](https://linearb.io/resources/engineering-leader-guide-to-accelerating-developer-productivity)

Tracking engineering metrics has helped me as the VP of R&D to have educated discussions with my direct reports and with my CEO. I can identify bottlenecks quickly, measure team efficiency and the developer experience, then improve based on data.

Idan Lavy

VP of R&D, Solidus Labs

## Evolving DevEx with LinearB

### Team coaching

Standardize your merge process to adhere to complex standards and security requirements. Eliminate ad-hoc decisions in code reviews.

### Spot bottlenecks

Codify your team’s merge process to eliminate ad-hoc decisions and optimize the code review process.

### PR policy setting

Auto-approve safe changes, e.g. dependabot minor changes and documentation – route pull requests to experts and flag deprecated components using SEI automations.

## Build a culture that prioritizes delivery.

## More resources

[![Cover image for 2026 Software Engineering Benchmarks Report](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Benchmarks_rountable_social_38edcc7b5d?_a=BAVMn6ID0)](https://linearb.io/resources/software-engineering-benchmarks-report)

Report

[2026 Software Engineering Benchmarks Report ](https://linearb.io/resources/software-engineering-benchmarks-report)

Created from a study of 8.1+ M PRs from 4,800 engineering teams across 42 countries.

[![Cover image for 8 Habits of Highly Productive Engineering Teams](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/habits_hero_3_4450457dce?_a=BAVMn6ID0)](https://linearb.io/resources/8-habits-of-highly-productive-eng-teams)

Guide

[8 Habits of Highly Productive Engineering Teams](https://linearb.io/resources/8-habits-of-highly-productive-eng-teams)

Discover eight core engineering habits that will help you improve developer productivity and build a data-driven culture.

[![Cover image for Beyond The DORA Frameworks](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/beyond_the_dora_frameworks_social_89b728c8c9?_a=BAVMn6ID0)](https://linearb.io/resources/beyond-the-dora-frameworks)

Guide

[Beyond The DORA Frameworks](https://linearb.io/resources/beyond-the-dora-frameworks)

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

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## More on linearb.io

### Top navigation

- [Book a Demo](https://linearb.io/book-a-demo)
- [AI Code Reviews — Catch security risks, bugs, and spec mismatches](https://linearb.io/platform/ai-code-reviews)
- [AI & Productivity Insights — See how AI tools affect cycle time and delivery speed](https://linearb.io/platform/ai-developer-productivity-insights)
- [Measure AI Impact — Track AI adoption and tie it to delivery outcomes](https://linearb.io/use-case/measure-ai-impact)
- [MCP Server — Chat with your data to spot patterns and boost output](https://linearb.io/platform/mcp-server)
- [Resource Allocation — Cost initiatives and shape your investment strategy](https://linearb.io/platform/resource-allocation)
- [Cost Capitalization — Capitalize engineering costs with audit-ready reports](https://linearb.io/platform/cost-capitalization)
- [Dev Team Management — Set targets and tie throughput to business outcomes](https://linearb.io/platform/goals-and-reporting)
- [DevOps Workflow Automation — Policy-based PR routing, approvals, and tests](https://linearb.io/platform/ai-workflow-governance)
- [AI Powered Support — Unify AI and human code delivery in one clear view](https://linearb.io/use-case/ai-powered-support)
- [Optimization — Surface friction with feedback and MCP insights](https://linearb.io/platform/developer-experience)
- [Reporting — Spot what's working and what needs attention](https://linearb.io/use-case/measuring-developer-experience)
- [Surveys — Turn developer feedback into actionable signals](https://linearb.io/platform/developer-surveys)
- [Platform overview](https://linearb.io/platform/overview)
- [Register now](https://linearb.io/event/engineering-productivity-gap)
- [Customers](https://linearb.io/customers)
- [Pricing](https://linearb.io/pricing)
- [Why choose LinearB — Explore your data. Measure performance. Act to improve it.](https://linearb.io/why-linearb)
- [APEX framework — The operating model for AI-era engineering teams](https://linearb.io/resources/apex-framework)
- [Anti-FAQ — The questions other vendors won't answer](https://linearb.io/why-linearb/anti-faq)
- [Security — Enterprise-grade compliance and zero code access](https://linearb.io/security)
- [Build vs. buy — The hidden cost of building it yourself](https://linearb.io/resources/build-vs-buy)
- [Dev Interrupted Podcast — Conversations with engineering leaders](https://linearb.io/dev-interrupted/podcasts)
- [Reports & Guides — Deep dives on productivity and delivery](https://linearb.io/resources)
- [Webinars — Expert sessions on productivity and AI](https://linearb.io/resources?category=workshops)
- [Metrics Benchmarks — See how your engineering org stacks up](https://linearb.io/resources/software-engineering-benchmarks-report)
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