# AI-Powered Developer Support | LinearB

> Seamlessly integrate AI tools & processes into your code delivery process. Automate PR descriptions, conduct AI code reviews & realize the ROI of Gen AI Code.

_This is a markdown rendering of a live HTML page on linearb.io, generated for AI/LLM consumption — it is not a markdown-only site. To get the full HTML page instead, request this URL with an explicit `Accept: text/html` header (no wildcard, no markdown preference)._


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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

# AI-Powered Developer Support

Adopt and deploy AI workflows with confidence

Seamlessly integrate AI tools and processes into your code delivery process, plus get a unified view of both AI and human-driven code delivery.

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

![AI Iteration Summary: Sprint Overview](https://assets.linearb.io/image/upload/c_fit,w_2560,h_2129/f_auto/q_auto/v1/uc-apds-hero?_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)

## Orchestrate AI workflows across your SDLC

### Run AI-powered retros

AI-generated retrospectives analyze past sprints and provide automated insights into team performance, like carryover items and major accomplishments.

![Run AI-powered retros](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Frame_67865_13?_a=BAVMn6ID0)

### Automatic PR descriptions

Enrich your PRs and reduce manual effort with an AI-generated summary of code changes added directly into the PR description.

![Automatic PR descriptions](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Frame_67865_15?_a=BAVMn6ID0)

### AI code reviews

Integrate AI-powered code reviews as a first line of defense to flag common mistakes, enforce best practices, and highlight potential security risks.

![AI code reviews](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Frame_67865_16?_a=BAVMn6ID0)

### Realize the ROI of GenAI code

Get visibility into the adoption and impact of CoPilot and other GenAI solutions with dynamic label tracking.

![Realize the ROI of GenAI code](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Frame_67865_14?_a=BAVMn6ID0)

## Ready to streamline workflows 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)

Workflow automation has had a cascading impact on improving business outcomes while enabling my team to focus on solving the correct problems. Tracking DORA metrics helped us pinpoint areas of flow that could be enhanced, dramatically boosting team morale and engagement.

Craig W.

Head of Engineering, Flipdish

## Popular AI workflow automations

### Automation control center

Choose pre-built automations or build your own. See time savings in real time dashboards.

### AI model integration

AI-provided recommendations. Design prompt-based actions to directly access the LinearB AI model.

### Agentic use cases

Automatically complete tasks like PR reviews and iteration summary retrospectives.

### Bot assistants

Minimize context switching, enhance collaboration, and track goal status.

## Align engineering to business needs.

## More resources

[![Cover image for Engineering Leader's Guide to Programmable Workflows](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Blog_Programmable_Workflows_3568e05428?_a=BAVMn6ID0)](https://linearb.io/resources/engineering-leader-guide-to-programmable-workflows)

Guide

[Engineering Leader's Guide to Programmable Workflows](https://linearb.io/resources/engineering-leader-guide-to-programmable-workflows)

Metrics alone don’t improve engineering teams. Intelligent workflow automation that removes friction, speeds up code reviews, standardizes merge policies, and...

[![Cover image for Measuring Impact: The GenAI Code Report](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/New_Gen_AI_Impact_Report_1_89a89d8952?_a=BAVMn6ID0)](https://linearb.io/resources/measuring-impact-the-genai-code-report)

Report

[Measuring Impact: The GenAI Code Report](https://linearb.io/resources/measuring-impact-the-genai-code-report)

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

[![Cover image for Managing Bot-Generated PRs & Reducing Team Workload by 6%](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Bot_Report_Email_1200x628_1_cdf386b485?_a=BAVMn6ID0)](https://linearb.io/resources/research-report-managing-bot-generated-prs)

Report

[Managing Bot-Generated PRs & Reducing Team Workload by 6%](https://linearb.io/resources/research-report-managing-bot-generated-prs)

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

## Structured data

_Machine-readable metadata (JSON-LD) embedded in the page for search/AI context — not content rendered on the page itself._

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  "description": "LinearB is the engineering productivity platform that helps engineering leaders prove AI is improving throughput without sacrificing delivery confidence, flow efficiency, or developer experience.",
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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)
- [Blog — Product updates and practical insights](https://linearb.io/blog)
- [Help Center — Documentation, setup, and support](https://linearb.helpdocs.io)
- [API Docs](https://docs.linearb.io/api-overview)
- [Status](https://www.linearbstatus.com/)
- [Integrations](https://linearb.io/integrations)
- [LinearB is a Leader in the 2026 Gartner® Magic Quadrant™ for Developer Productivity Insight Platforms](https://linearb.io/resources/gartner-magic-quadrant-dpi-platforms-2026)
- [Sign in](https://app.linearb.io/login)
- [Enterprise](https://linearb.io/solutions/enterprise)
- [Contact](https://linearb.io/contact-us)
- [About us](https://linearb.io/about-us)
- [Careers](https://linearb.io/careers)
- [Service agreement](https://linearb.io/services-agreement)
- [Privacy policy](https://linearb.io/privacy-policy)
- [DPA](https://linearb.io/data-processing-agreement)
- [Security FAQ](https://linearb.io/security-faq)
- [Substack](https://devinterrupted.substack.com/)

### Footer

_Additional links from the site footer, not repeated from the top navigation above._

- [GitHub](https://github.com/linear-b)
- [LinkedIn](https://www.linkedin.com/company/linearb)
- [Twitter](https://twitter.com/LinearB_Inc)