Ops AI by Middleware - Observability copilot to resolve production issues instantly

Looks really interesting! I’m not very familiar with Ops tools, but this seems super useful for resolving production issues quickly. Excited to explore more—congrats on the launch! 🚀

I’m genuinely impressed by how intuitive and powerful it is. The ability to proactively detect and resolve ops issues without constantly jumping between tools is a game changer. Excited to see how this evolves and helps streamline more DevOps workflows.

It's been an exciting experience contribution to the testing efforts for the Ops AI alongside the amazing Middleware Team!

Big Congratulations to everyone on this successful launch - the journey has just begun!!! 🚀🎉

🚀 Introducing Ops AI – Your AI Co-Pilot for Production Reliability

By Middleware

Hey Product Hunt! 👋

I’m Laduram, CEO of Middleware, and I’m thrilled to unveil our newest innovation: Ops AI — an AI-powered observability assistant designed to detect, diagnose, and resolve production issues with a single click.

💡 What is Ops AI?

Ops AI is like having an expert SRE on your team 24/7. It taps into your APM traces, logs, RUM, and more to give you complete visibility when things go wrong — and actually fixes them.

✅ Pinpoints issues in real-time

✅ Identifies faulty code via GitHub MCP

✅ Auto-generates pull requests with the fix

✅ No guesswork, no endless debugging

Just ask Ops AI what's wrong — it’ll analyze the context and suggest or implement a solution on the spot.

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🔧 Built on Middleware’s Full-Stack Observability Platform

We already cover everything from infrastructure monitoring to browser testing, so Ops AI works with complete situational awareness — making resolutions smarter and faster.

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🎁 Launch Special

To celebrate, we’re giving away:

🔥 2 million free tokens

📊 1TB of data ingestion

(Only for those who sign up in the next 24 hours!)

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Thanks for checking us out and supporting the launch!

Would love to hear your feedback 🙌

— Laduram & the Middleware Team 💙

🔥 Just checked out OpsAI by Middleware — super impressive! The automation and observability features are a game-changer for DevOps teams. Excited to see how this evolves. Great job, team! 🚀👏

Kudos to the Middleware team on the incredible launch of Ops AI! 🚀

I’m genuinely impressed with how Ops AI is reshaping the debugging experience. From accurately identifying issues in production to suggesting real fixes and even generating PRs — it’s like having a smart assistant embedded in your workflow.

This isn’t just another observability tool — it’s a leap forward in how engineering teams can accelerate delivery and maintain code quality with confidence.

Excited to see how Ops AI continues to evolve. Truly a next-gen feature. 🔥👏

This looks super cool! As an AIML student in my 3rd semester, I find the idea of an observability copilot that helps fix production issues instantly really interesting. Would love to learn how it actually works behind the scenes and how AI is used to detect and solve problems so fast!

Middleware’s Ops AI has been a transformative addition to our healthcare analytics projects. In a space where uptime and precision are critical, it empowers our team to detect anomalies, trace issues across services, and implement fixes with unprecedented speed. It’s not just observability—it’s proactive care for our digital infrastructure.

Congratulations on your successful launch. 🎉

Great work team 👏🏻

Middleware has been a great addition to our tech stack. It's intuitive, integrates well with our existing tools, and has helped streamline monitoring and performance tracking. Still exploring some features, but the initial experience is solid.