OpsAI Overview

OpsAI is Middleware's intelligent observability platform designed to help you resolve application issues faster and more efficiently.

What is OpsAI?

OpsAI collects all exceptions and errors from your applications using Middleware SDKs (Python, Node.js, Go, and more). These SDKs automatically capture detailed exception data—including stack traces, function code, and environment metadata—directly from your running services.

How Does It Work?

  1. Exception Collection:
    • Middleware SDKs instrument your application and automatically send exception events to OpsAI in real time.
  2. GitHub Integration:
    • Connect your GitHub repository to OpsAI. This allows OpsAI to access your codebase securely (with your permission) for automated analysis and remediation.
  3. AI-Powered Solutions:
    • When an exception is detected, OpsAI sends the error details and relevant code context to advanced AI models.
    • The AI analyzes the root cause and generates a recommended code fix.
  4. Automated GitHub Pull Request:
    • OpsAI creates a solution PR (Pull Request) directly in your GitHub repository, containing the proposed fix for your review and merge.

Why Use OpsAI?

  • Faster Incident Resolution: Get actionable fixes for production errors without manual debugging.
  • Seamless Workflow: Review and merge AI-generated PRs right from your GitHub repository.
  • Full Visibility: See all exceptions in one place, with rich context and code insights.
  • Secure by Design: GitHub access is only used for automated PR creation and code analysis, with your explicit consent.

Get Started

  • Instrument your app with a Middleware SDK.
  • Connect your GitHub repository in the OpsAI dashboard.
  • Let OpsAI monitor, analyze, and help you fix issues—automatically.

For more details, see the Middleware documentation or explore the APM configuration guides for your language.