Middleware
Full-Stack Cloud Observability
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Rohan Chaubey

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.

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ANSHUL MAHESHWARI

their support for integration have been commendable and their product is world class. These upcoming feature would reduce effort to identify bug and solve them on priority.

Ali Avci

I have been using Middleware and tried Ops AI and I’m genuinely impressed. It’s like having a tireless SRE sitting beside you... Ops AI monitors production using APM traces, RUM, and logs, detects issues across your stack, and fixes them.

Dev Shah

Congratulations guys, would love to try your product

Preksha Shah
🚀 Fantastic launch, Middleware team! Ops AI looks like a true breakthrough in observability—automatically detecting issues from APM, RUM, logs, and infrastructure, then generating fixes via pull requests is truly next-level. The reported 5× reduction in MTTR and 80% boost in on‑call dev productivity, with resolution of ~60–70% of production issues autonomously, is particularly impressive. I’m especially curious about the confidence threshold and review workflow—how customizable are they? Also interested in how Ops AI handles edge-case or logic-heavy fixes. Looking forward to testing this on our stack and seeing it evolve to support Kubernetes & logs like you mentioned in the roadmap.
Husnain Mehmood

Huge congrats on the launch! 🚀 Ops AI looks like a powerful solution for simplifying operations. Wishing you lots of success ahead!

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