Production errors that fix themselves.

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March 27, 2026

Rollbar Resolve

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Agent Automated Error Resolution Pull Request Generation Production Error Management Automated Error Identification Error Fix Validation

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Rollbar Resolve is a solution designed to automate the identification and resolution of production errors within an organization's codebase. Its key feature involves identifying problematic elements in your code, formulating a suitable solution, and opening a pull request containing the fix for review and approval.

This process enhances efficiency by significantly reducing manual troubleshooting requirements. User intervention is only needed during the approval process, giving developers more time to focus on other crucial tasks.

The functionality also allows organizations to stay in control of the errors that Resolve should handle and when, lending a high degree of customizable control to the end-user.

This control can be exercised by setting rules directly in Rollbar or by delegating from your Integrated Development Environment (IDE) using the MCP integration feature.

Moreover, before opening a pull request, Resolve thoroughly tests the proposed fix in an isolated environment to ensure its validity. This preemptive measure ensures pull requests contain tested and validated solutions rather than speculative fixes.

Resolve as a tool adds itself to your development team as another member by constantly learning and improving its processes from the feedback it receives with every merge.

Additionally, the solution can be tailored to control the scope, cadence, and cost, letting the user set clear limits on its operations and frequency.

Finally, Rollbar Resolve provides support for budget setting and allows users to control how they receive notifications about fixes.

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January 25, 2026

Initial release of Rollbar Resolve.

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Pros and Cons

Pros

Automates error item identification

Resolves production errors

Generates pull requests

Enhances troubleshooting efficiency

Requires minimal user intervention

Customizable error handling

Integrated development environment compatibility

Offers MCP integration

Tests fixes before deployment

Ensures validated solutions

Self-improvement through feedback

User-defined operation scope

Automated process

Budget control features

Customizable notification settings

Reduces manual troubleshooting

Allows approval-based control

Preemptive error solving

Supports coding best practices

Collaborative team addition

Adaptable to operational needs

User-defined operation frequency

Setting and following rules

Isolated testing environment

Continuous learning tool

Manages codebase errors

Reduces firefighting efforts

Faster feedback generation

Pay-as-you-go model

Full context error resolution

Selective notification setup

Safety through controlled reviews

Self-empowerment through learning

Adaptable to organizational scale

Automated codebase solution formulation

Suggests validated fixes

Notifies about fixes

Pay-as-per usage

Facilitates engineering efficiency

Integrates with IDEs

Customizable operational cadence

Rollbar compatibility

Facilitates control delegation

Contributes to cost management

Real-time error fixing

Helps prioritize error fixes

Contextual error review

View 42 more pros

Cons

Lacks multi-language support

Limited codebase compatibility

No real-time debugging

Requires manual approval process

Dependent on MCP integration

Limited customization options

Lack of clarity on budgeting

No option for automatic merges

Single concurrent processing

Unsuitable for large scale projects

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Q&A

What does Rollbar Resolve do?

Rollbar Resolve is a solution that automates the identification and resolution of production errors within an organization's codebase. It works by identifying issues in your code, comes up with an appropriate fix, and then opens a pull request containing the fix for review and approval.

How does Rollbar Resolve identify errors?

Rollbar Resolve identifies errors by reviewing the existing code base. When a production error occurs, it analyzes the code to determine what's going wrong and consequently writes a fix.

Does Rollbar Resolve automatically approve the fixes it proposes?

No, Rollbar Resolve does not automatically approve the fixes it proposes. User intervention is required during the approval process. The system opens a pull request with the fix, requiring users to review and approve it.

Can developers choose which errors for Rollbar Resolve to handle?

Yes, developers have the freedom to decide which errors Rollbar Resolve should handle. This control can be exercised by setting rules directly in Rollbar or by delegating from the Integrated Development Environment (IDE) using the MCP integration feature.

In what terms can I control Rollbar Resolve's handling of the errors?

Users can control Rollbar Resolve's handling of the errors in terms of scope, cadence, and cost. They define clear limits on its operations and frequency, deciding what errors Resolve should fix and when. The scope can be set in Rollbar directly or via their IDE with the MCP integration.

Does Rollbar Resolve test all fixes before making a pull request?

Yes, Rollbar Resolve tests all fixes before making a pull request. The solution applies the proposed changes in an isolated environment and runs all necessary tests to validate the fix before the pull request is opened.

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How does the MCP integration feature in Rollbar Resolve work?

The MCP integration feature in Rollbar Resolve allows the software to interface with your Integrated Development Environment (IDE). It essentially allows users to delegate the error handling to Resolve from within their IDE, in addition to setting rules directly in Rollbar.

Does Rollbar Resolve learn and adapt its processes over time?

Yes, Rollbar Resolve learns and adapts its processes over time. Rollbar Resolve continuously learns and improves its processes based on the feedback it receives with every merge, effectively making it a self-learning system.

What do you mean by Rollbar Resolve working like 'another member of the team'?

When it's said that Rollbar Resolve works like 'another member of the team', it means that Resolve integrates seamlessly into your development process as if it were a team member. It continuously learns and improves from the feedback received with each merge.

Can I set a budget control with Rollbar Resolve?

Yes, you can set a budget control with Rollbar Resolve. The solution allows you to define your spending boundaries, offering support for budget setting. It also gives users the option to pay as they go.

How customizable are notifications from Rollbar Resolve?

Notifications from Rollbar Resolve are highly customizable. Users can determine how they want to receive notifications about fixes, allowing them to skip any unnecessary noise and focus on the essential information.

What is the error-solving scope of Rollbar Resolve?

The error-solving scope of Rollbar Resolve is determined by the user. They can set clear limits on what errors Resolve should handle, controlling the system's operations and scope according to their needs and resources.

What do you mean by Rollbar 'Payment as you go'?

'Payment as you go' in Rollbar means that users only pay for the errors that are solved. It allows users to set a budget and control their spend, essentially meaning you pay for what you use.

Can I automate the error-fixing process with Rollbar Resolve?

Yes, the error-fixing process with Rollbar Resolve can be automated. However, user intervention is required during the approval process. Resolve identifies the problematic elements in the code, formulates a fix, and then opens a pull request containing the fix for review and approval.

Are the pull requests from Rollbar Resolve thoroughly tested?

Yes, the pull requests from Rollbar Resolve are thoroughly tested. Before the pull request is opened, Resolve executes the proposed fix in an isolated environment to ensure its validity, running all the necessary tests.

How does Rollbar Resolve fit into my budget plan?

Rollbar Resolve fits into your budget plan by offering budget control features. You can set clear limits on how much you want to spend and what the system should work on. This way, Resolve fits into your budget instead of surprising you at the end of the month with unforeseen costs.

How does Rollbar Resolve help reduce time spent on tech debt?

Rollbar Resolve helps reduce time spent on tech debt by automating the process of identifying and resolving production errors. This significantly curtails manual troubleshooting, freeing up developers to focus on other crucial tasks and reducing time spent on sifting through and fixing bugs.

What does the process for Rollbar Resolve choosing errors to fix look like?

The process for Rollbar Resolve choosing errors to fix begins with the user's input. Users can decide what errors Resolve should handle and when, either by setting rules in Rollbar or delegating from their Integrated Development Environment (IDE) using the MCP integration. Resolve then analyzes the codebase for these specified errors, writes a fix, and opens a pull request.

Can I adjust how many issues Rollbar Resolve works on?

Yes, you can adjust how many issues Rollbar Resolve works on. You have full control over the scope of Resolve's work and can set clear boundaries on how often it should work and on what errors.

Can using Rollbar Resolve prevent surprise costs at the end of the month?

Yes, using Rollbar Resolve can help prevent surprise costs at the end of the month. Users can set a budget limit, and because of Rollbar Resolve's pay-as-you-go model, costs are confined within the user-defined budget, eliminating the chances of unexpected expenses.

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