We’re heavy users of RUM and have tried many tools before discovering Middleware. We've been using OpsAI for the past few weeks, and it has automatically resolved about 60% of our production issues. My team feels more productive than ever before.
OpsAI Cuts MTTR by 5x While Boosting On-Call Developer Productivity by 80%
Track, debug, and resolve issues across any platform, language, or framework for frontend or backend development, with tailored context to pinpoint the root cause every time.
Getting Started with OpsAI
Automate detection, diagnosis, and resolution with AI-powered precision. Middleware OpsAI helps you fix issues faster, reduce MTTR, and ship more reliably right from day one.
Step 1
Detect the Issue
Identify issues across the entire Middleware full-stack observability platform including APM, infrastructure, logs, front-end RUM, browser testing, and synthetic monitoring without relying on any third-party agents or tools.

OpsAI - A Powerful AI Agent that Automates The Observability Landscape
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Why Leading Companies Choose Middleware
Frequently Asked Questions
Everything you want to know about the product
What programming languages does OpsAI support?
We support all programming languages including Java, Node.js, Python, Go. Read more about supported languages here.
How to enable OpsAI?
Install the APM agent for application errors or the JavaScript snippet for front-end (RUM) errors. Once installed, OpsAI will automatically start showing all errors with no extra setup needed.
What issues can OpsAI fix?
OpsAI can fix all issues within your application code including bugs, errors, exceptions, runtime issues, performance problems on the front end, and logical errors in your code.
What access OpsAI need to fix the issues?
GitHub integration is suggested to get better context to fix the issue. OpsAI does not read your entire codebase through the MCP server, it only accesses the specific files related to the error to understand the context and suggest a fix. This data is not stored in our database.
How OpsAI benefits the developers?
OpsAI automatically detect and fix the issues of application in just click so it save developers time and boost productivity by 80%