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

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

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[Resource Center](https://linearb.io/resources)

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

![Managing Bot-Generated PRs and Reducing Team Workload](https://assets.linearb.io/image/upload/c_fit,w_2560,h_1539/f_auto/q_auto/v1/Bot_Report_Hero?_a=BAVMn6ID0)

Download your free copy

![Chart showing comparison of Total bots, Dependabot, and Renovate](https://assets.linearb.io/image/upload/c_fit,w_2560,h_2838/f_auto/q_auto/v1/bot-report-chart?_a=BAVMn6ID0)

Bot-Generated PR Density by Vendor

Teams with more than 100 bot-generated PRs in the last 6 months.

## Research Insights

Bot-generated pull requests are on the rise (13.3% of all PRs are bot-created today), and they are creating a unique impact on your SDLC. In this research report, you’ll discover insights like:

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54% of bot PRs are deleted without action

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96.18% of all bot-created PRs are not linked to a PM tool

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12.27 days is the average vulnerability time for bot-created PRs

![How to Manage Your Bot Generated PRs](https://assets.linearb.io/image/upload/c_fit,w_2560,h_1785/f_auto/q_auto/v1/bot-report-image-2?_a=BAVMn6ID0)

## How To Manage Your Bot-Generated PRs

You’ll learn how to leverage PR automation to identify and auto-approve over 40% of dependency update PRs. With bot agent automation, your team can do things like: 

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Ensure PRs are always linked to JIRA tickets

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Auto-approve safe PRs (such as updates to docs or image, etc.) 

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Get real-time PR updates with vital context (like estimated review time, PR owner & related issue links)

![The Future of AI Agents](https://assets.linearb.io/image/upload/c_fit,w_2560,h_1785/f_auto/q_auto/v1/bot-report-image-3?_a=BAVMn6ID0)

## The Future of AI Agents

A study of key open-source repos shows a surge in bot-created PRs, with the share of bot PRs rising from 5% to 15% over the past two years. This highlights a broader shift towards automation in software development. Now is the time to begin managing your bot-created PRs, while many of the changes are still straightforward. 

## Download your free copy

## More resources

[![Cover image for 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/Blog_2026_AI_Benchmarks_fd0e41d857?_a=BAVMn6ID0)](https://linearb.io/resources/engineering-productivity-gap)

Workshop

[The engineering productivity gap: How elite AI teams are pulling away from the rest](https://linearb.io/resources/engineering-productivity-gap)

Watch a workshop on the new benchmark data behind the engineering productivity gap, and the measurement play that puts your team on the right side of it.

[![Cover image for From measurement to action: moving off Appfire Flow without starting over](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/webinar_appfire_flow_migration_7387e46670?_a=BAVMn6ID0)](https://linearb.io/resources/flow-migration-workshop)

Workshop

[From measurement to action: moving off Appfire Flow without starting over](https://linearb.io/resources/flow-migration-workshop)

Join a live workshop on making the move off Appfire Flow without losing your history, your team structure, or your momentum.

[![Cover image for The AI engineering productivity gap: how elite teams pull ahead in 2026](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Blog_2026_AI_Benchmarks_fd0e41d857?_a=BAVMn6ID0)](https://linearb.io/resources/ai-engineering-productivity-gap)

Guide

[The AI engineering productivity gap: how elite teams pull ahead in 2026](https://linearb.io/resources/ai-engineering-productivity-gap)

Elite AI teams nearly doubled their merge rate in 2026 while developers using no AI stalled. See the engineering productivity gap in LinearB's 2.7M-PR data.

## 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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