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
Feta
Middleware
SmythOS
Observability is a very important aspect of AI agents!
Middleware
@agent_adridder Yes, agree 100%.
WriteMyPRD
Middleware
@suhasmotwani Thank you Suhas!
Ocular AI
Huge congrats on this launch, @laduramvishnoi! @Ocular AI is a happy customer of middleware and we can't wait to try this out!!
Middleware
@laduramvishnoi @michael_moyo_ Thanks, Michael! This means a lot to us.
Bardeen
Amazing launch by an amazing team! We've been using Middleware for a while and have seen early glimpses of this feature and it's AWESOME! Congrats @laduramvishnoi and team!
Kudus to Middleware team!!! You guys have done an amazing job here.
This will indeed reduce the time spent on fixing production issues.
Middleware
@chosen3 Thanks Choosen! Yes, absolutely, do try and let me know how much time you can save.
Pally - AI Relationship Management
This looks awesome, super useful to automatically detect issues!
Middleware
@hazhubble Thank you, Haz. Do try and let us know how much time your developer can save.
Incredible, congrats on the launch @laduramvishnoi ! We've been happy customers of Middleware at fiber.dev for a long time. This looks like the future of dev ops.
Middleware
@laduramvishnoi @felipe_aragao Thanks Felipe! lets make this collaboration more stronger.
Peakflo AI
🔥 Just discovered Ops AI by Middleware — this is the kind of tool every dev team wishes they had during a 2 AM pager alert. It’s like having an AI-powered SRE that watches your logs, APM traces, and RUM data, pinpoints the issue, and pushes a fix to GitHub with one click. Game-changer for observability and incident response. 🚀
Kudos to @laduramvishnoi and team!
Middleware
@laduramvishnoi @saurabh_chauhan6 Yes, this is a must-have tool for the Dev team. Thanks for stopping by.
🚀 Big congratulations to the Middleware team on the launch of Ops AI! This is a major leap forward in how developers and SREs approach observability and incident resolution.
As developers, we know how much time — often 50–60% of our workweek — gets spent troubleshooting production issues. Ops AI flips the script. Instead of just alerting you, it diagnoses the issue, locates the root cause via GitHub’s MCP server, and suggests a fix with a PR. That’s game-changing.
What makes Ops AI even more powerful is its deep integration into Middleware’s full-stack observability platform — from infra monitoring to APM, logs, RUM, and beyond. With complete context at its fingertips, it doesn’t just react fast — it reacts smart.
Early results showing 80% boosts in developer productivity are impressive, and I can totally see why. This is a tool built by people who understand the pain of firefighting production issues daily.
Looking forward to seeing how teams across the industry adopt this — and curious to learn how others are leveraging AI in their incident management workflows.
Once again, congrats to the entire team! This isn’t just observability — it’s observability with a brain. 💡🔥
Onwards and upwards! 💙🫶
Middleware
@ankit_purohit2 Yes, Ankit this can save lots of developers' time. Let me know if you're able to do the same.