We’re heavy users of RUM and have tried many tools before discovering Middleware. We've been using Ops AI for the past few weeks, and it has automatically resolved about 60% of our production issues. My team feels more productive than ever before.
Your Observability Co-Pilot
A full-stack observability platform powered by Ops AI that automatically detects issues, fixes them in real time, and generates a pull request.
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Trusted By Leading Companies
Ops AI 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 Ops AI
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.
Ops AI - A Powerful AI Agent that Automates The Observability Landscape
Error fixing
Ops AI detects errors through traces and RUM, automatically fixes them using AI, and generates a pull request with the solution.
Kubernetes Debugging
We detect everything from memory leaks to pod crashes and restarts, and use AI to identify the root cause of each issue.
Anomaly Detection
AI-powered anomaly detection across your application, infrastructure, and logs delivers real-time notifications while eliminating all false positive alerts.
Logs Pattern
Ops AI detects issues from logs and correlates them to identify powerful patterns & behaviors, enabling faster & more effective log analysis & debugging than ever before.
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Frequently Asked Questions
Everything you want to know about the product
What programming languages does Ops AI support?
We support all programming languages including Java, Node.js, Python, Go. Read more about supported languages here.
How to enable Ops AI?
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 — no extra setup needed.
What issues can Ops AI 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 Ops AI 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 Ops AI benefits the developers?
Ops AI automatically detect and fix the issues of application in just click so it save developers time and boost productivity by 80%