Ops AI by Middleware - Observability copilot to resolve production issues instantly
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Ops AI is an observability co-pilot that detects production issues across various sources, including APM traces, RUM, and logs. It then fixes these issues with a single click and generates a pull request in GitHub.

Replies
Hey Product Hunt π,
There is Big Congratulations to the Middleware Team on the launch of Ops AI π₯³π
What excites me most about OpsAI is how it simplifies troubleshooting in production. Being able to detect issues across APM traces, RUM, and logs all in one place is already impressive. But what really stands out is the one-click fix feature. The fact that OpsAI can automatically generate a pull request in GitHub to resolve issues makes it feel like youβve got an observability co-pilot doing the heavy lifting for you. This could really save time and reduce the stress of managing production environments!
Congratulations on the launch team π
This is super value ad for engineering teams.
Middleware
@anshul_motwaniΒ Thank you Anshul for your support.
The design looks clean and crisp, cheers to themπ―
Middleware
@vatsal_bamaniaΒ Thank you Vastal
Middleware for OpsAI is an absolute game-changer! π Itβs the glue that seamlessly connects complex systems, enhancing performance, and ensuring that OpsAI's technology is more accessible, efficient, and scalable than ever before. The beauty of middleware lies in its ability to bridge the gap between different services, streamlining communication and optimizing workflows. The potential for innovation is limitless, and the possibilities for developers to build sophisticated, robust applications are endless. This is truly the next frontier in AI integration, making the future brighter, faster, and smarter. ππ₯ It's an opportunity for us to explore the world of it. Thank you @Middleware for proving the platform and huge congratulations for achieving this feat. π₯³ π
Heyy Team π,
The way you use AI to make operations faster, smarter, and easier. I love the idea of solving real problems and improving how things work using technology. It's a mix of logic and impact, and that really inspires me.
Awesome! Congratulations Teamπ₯³
Congrats on your successful launch!
Middleware
@rinceΒ Thank you for your support, Rince.
Middlewareβs new OpsAI feature has been a game changer. It not only detects and diagnoses issues quickly, but also suggests fixes, raises PRs, and learns from each incident to get smarter over time. Itβs like having an extra engineer on the teamβone that never sleeps.
Just explored OpsAI by Middleware and I'm seriously impressed! The way it brings AI-powered observability and intelligent automation together feels like a game-changer for modern DevOps teams.
What excites me the most is how OpsAI doesnβt just show metricsβit actually interprets incidents and suggests actions, which is a massive step forward from traditional monitoring tools. Itβs like having an AI teammate thatβs always on-call, spotting anomalies, reducing alert fatigue, and helping teams move from reactive to proactive operations.
Canβt wait to see how this evolves. Huge congrats to the Middleware team! π₯