Meet the MuleSoft Diagnostics Agent
Faster Issue Resolution with AI-Powered Troubleshooting
We’re excited to introduce the MuleSoft Diagnostics Agent, a revolutionary approach to application support. By embedding AI-powered troubleshooting directly into Anypoint Platform, we’re empowering teams to swiftly resolve issues with intelligent analysis and actions to be taken. MuleSoft Diagnostics Agent transforms the support process by enabling diagnostics collection and leveraging AI to provide scannable, actionable insights, which dramatically reduces your mean time to resolution (MTTR), decreases application downtime, and frees up your developers to focus on innovation.
Why the MuleSoft Diagnostics Agent Matters
We’ve heard from customers that smoother troubleshooting of Mule applications unlocks greater productivity and success. The MuleSoft Diagnostics Agent transforms the troubleshooting process by automating diagnostics collection by using AI-based intelligent analysis including recommended remediation actions.
By providing developers and IT teams with intelligent, self-diagnosed actionable insights, the MuleSoft Diagnostics Agent helps:
- Reduce time-to-resolution: AI analysis streamlines the troubleshooting process, helping you to accurately identify and resolve issues faster than ever before.
- Improve developer self-sufficiency: Empower your developers with the tools and insights they need to troubleshoot application challenges on their own.
- Decrease application downtime: Identify and address potential problems before they impact your business, ensuring that your applications are always running smoothly.
Key Features of the MuleSoft Diagnostics Agent
The MuleSoft Diagnostics Agent streamlines the troubleshooting process with a simple and intuitive approach and several key features:
Generate Mule diagnostics with a single click: Easily generate and download Mule diagnostics, including thread dumps and a Mule diagnostics information analysis file (DIAF), for your applications in both CloudHub 1.0 and 2.0. These diagnostics are in plaintext, easy to understand and ease the ability to reproduce and troubleshoot issues. Mule diagnostics are available from the latest patch versions of Mule 4.6 LTS, Mule 4.9 LTS and Mule 4.10 Edge.
Run AI-powered analysis: With a single click, run an AI-driven analysis of your Mule diagnostics. This analysis provides the root cause of the issues as well as recommends actions that can be taken. It also informs customers on the monitoring alerts that they can set up to improve observability and day 2 operations for their applications.
Get real-time on-demand troubleshooting: Whether you're responding to an alert from Anypoint Monitoring or proactively investigating an issue, the Diagnostics Agent is there to help. You can run an analysis in real-time or save it for later reference.
Real-World AI-Powered Diagnostics Use Cases
The MuleSoft Diagnostics Agent is designed to fit seamlessly into your existing workflows, providing value across a range of scenarios:
Accelerated incident response: Imagine a critical application throwing high CPU alerts. An engineer quickly generates a diagnostic file. The AI analysis immediately points to a misconfigured connector that's causing a thread lock. The team gets a direct recommendation, applies the fix, and celebrates the resolution.
Empowering developer self-service: A developer notices that the application is running slowly in the staging environment. The AI analysis from the MuleSoft Diagnostic Agent helps the developer quickly uncover performance bottlenecks and provides clear steps for optimization, turning a potential roadblock into a valuable learning experience.
What’s Next
This is just the beginning. We're already working on the next phase of the MuleSoft Diagnostics Agent which will extend to other deployment models. In the future, the MuleSoft Diagnostics Agent will plug into MuleSoft Vibes - included with AI powered Anypoint Code Builder, to improve troubleshooting with conversational agentic experiences within your application code. We are also working on extending the Diagnostics Agent to action on recommended next steps, making troubleshooting even more seamless.
Get Started Today
The MuleSoft Diagnostics Agent is available now for CloudHub 1.0 and CloudHub 2.0. To get started, you will need to have your MuleSoft organization linked to an Einstein enabled Salesforce organization.
Ready to revolutionize your troubleshooting process? Talk to an expert today to learn more about the MuleSoft Diagnostics Agent.
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FAQs
The MuleSoft Diagnostics Agent is an AI-powered troubleshooting tool built directly into the Anypoint Platform. It's designed to reduce the time and effort needed to resolve application issues. It does two key things:
1. Generates: It allows you to generate a comprehensive Mule diagnostics information analysis file (DIAF) from your running application with a single click.
2. Analyzes: It then uses AI to analyze this complex file, pinpoint the root cause of the problem, explain it in plain English, and provide you with clear, actionable steps to fix it.
Mule diagnostics generation is available from 4.6.23 LTS, 4.9.10 LTS, and 4.10 Edge onwards. The AI analysis can be run on any DIAF file generated from these supported runtimes.
Currently, the agent is available for applications deployed to CloudHub 1.0 and CloudHub 2.0.
This Mule diagnostic information analysis file (DIAF) is an all-in-one snapshot of your application's health. It bundles critical application data such as thread dumps, the state of various events and operations, and other application data in an easy-to-understand plaintext format.



