Middleware is a YC backend full-stack AI observability platform that helps developers detect, diagnose, and resolve issues in real time—automatically. By providing deep insights across your entire stack, you ensure optimal performance and reliability for AI-powered applications.
A big thank you to the amazing Product Hunt community for the love and support on our Ops AI launch!
We landed in the 4th Products of the Day - out of 350+ launches and couldn t be more grateful.
Received support from over 600 people through likes, comments, and encouragement.
Ops AI is our full-stack AI observability copilot, designed to help developers detect, diagnose, and resolve production issues instantly. Built on Middleware s robust platform, Ops AI provides deep, real-time insights across your entire stack, ensuring optimal performance and reliability for AI-powered applications.
@laduramvishnoi Congratulations on the launch. A while ago, I was talking to one of our clients who is into Devops consulting and he was sharing that security is one of the biggest concerns for both cloud service providers and users. Early issue detection, real-time data access, and strong security makes middleware a tool of their choice. I will surely recommend this tool to him.
Congratulations on the launch, @laduramvishnoi! Middleware's AI-powered observability platform seems to be a positive shift in the cloud application monitoring space. The real-time insights and correlations feature sounds impressive. I am curious - How does it simplify troubleshooting and decision-making for users? Kudos to your team for democratizing observability and helping businesses save valuable time and resources!!! Great Mission.
Interesting project, especially interested in the problem detection function based on artificial intelligence. How does the platform differ from other cloud surveillance tools in terms of real-time data access and security measures?
Middleware
Hey 👋 Product Hunt!
I’m Laduram, founder and CEO of Middleware. Super excited to introduce our latest launch: Ops AI — your observability co-pilot that not only detects issues in production, but actually fixes them.
With Ops AI, resolving production problems becomes as simple as clicking a button. When something breaks, you’ll get an alert. From there, just ask Ops AI for a fix — it analyzes the issue, identifies the affected code using GitHub’s MCP server, and automatically creates a pull request with the fix. No more digging through logs or guessing root causes.
Why Ops AI?
Middleware is a full-stack observability platform — we do infra monitoring, APM, logs, RUM, synthetic monitoring, and browser testing. That means we have complete context when something goes wrong and can resolve issues faster and smarter than traditional tools.
To celebrate our launch, we’re offering an exclusive 2 million free tokens and 1TB of data ingestion for the next 30 days — just sign up in the next 24 hours!
Would love to hear what you think 💙
Thanks for the support,
Laduram + Middleware team 🫶
Middleware
@laduramvishnoi Developer spend almost 60% time on troubleshooting and resolving production issues. Thats huge.
So, to overcome that, we have announced the launch of Ops AI, a powerful new tool that autonomously detects and resolves application issues in production environments. In early testing, the feature enabled engineering teams to improve productivity by nearly 80%.
I believe it will significantly streamline your workflow and save developers' valuable time.
Let us know how you are adopting AI to troubleshoot and resolve product issues in your company.
Big congratulations on the launch, Team Middleware.
@laduramvishnoi Congratulations!! Really excited to try the product. Can you send the link?
@laduramvishnoi congrats guys, lets go 🤘🏻
@laduramvishnoi hey congrats man!! really excited for this 🚀
@laduramvishnoi Siiuuuu!!! lesgo really excited
Middleware
🚀 Huge congratulations to the entire Middleware team on the successful launch of Ops AI ! 🎉
Ops AI is redefining how engineering and SRE teams will debug the issues at hand, with AI-driven observability, intelligent root cause detection.
Observability users will not just get the issues highlighted, now they will get the solution as well, all they need to do is review the solution !!
It's been an incredible journey building this together with the Ops AI team — from brainstorming to shipping something truly impactful.
Let’s keep pushing boundaries. Onwards and upwards! 🚀
Middleware
@bhogayatakb Thank you Keval! lets gooooooo...
Middleware
Middleware
Enhancing Development Efficiency with Ops AI by Middleware
The OpsAi feature significantly enhances the software development lifecycle by providing robust capabilities for issue detection and root cause analysis in released code. Leveraging a powerful AI tool, OpsAi accurately identifies the origin of code-related issues, streamlining the debugging process for development teams.
Beyond identification, OpsAi also offers proactive resolution by suggesting potential fixes. This advanced functionality includes the ability to generate pull requests (PRs) directly within the Git repository, incorporating the suggested source code changes. Development teams can then review and merge these PRs, rapidly resolving identified issues.
It's clear that the concept behind the @Middleware Ops AI is all about empowering development teams and dramatically accelerating software delivery. It truly is a powerful, next-generation feature. 🚀🚀
Middleware
@rajuj6 Thank you Raju! Great job
@rajuj6 yes raju ji, this is big huge congratulations 🥂