Ops AI by Middleware

Middleware is a full-stack observability platform. It has a new tool called Ops AI. This tool finds and fixes problems in applications automatically. It helps engineering teams work better and faster. Ops AI can boost productivity by almost 80%. This makes it a big deal in the world of observability.

Benefits

Ops AI has many great features:

• Error Monitoring and Summarization: It gathers errors from different places like the front-end, back-end, error logs, and code exceptions. It shows them in an easy-to-read way. This includes the type of error, message, exception, and code line. It also gives a full stack trace. Companies can track and manage errors by marking them as ''reviewed'', ''resolved'', or ''ignored''.
• Detailed Root Cause Analysis: Ops AI finds the exact spot where the error happened. It links to the codebase and gives detailed info. This includes the file name, code line, stack trace, and related variables and version details. Engineers can quickly understand and fix issues without wasting time.
• One-click Error Resolution: Engineering teams can see the root cause and a suggested fix on one screen. If Ops AI is 95% sure about a fix, it can create a pull request with the fixes. This saves time and gets the application running again.
• Continuous Learning: Ops AI gets better over time. It learns from past bugs and fixes. This helps companies reduce downtime.

Use Cases

Ops AI is great for engineering teams. It helps them find and fix problems faster. By installing the Middleware APM agent and connecting their GitHub repository, engineers can use Ops AI. It detects issues, finds the root causes, and generates fixes as pull requests. This keeps production environments running smoothly.

Vibes

Early customers of Middleware have seen great results. For example, Rangaraj Tirumala, Head of Engineering at Hotplate, said, "We''ve been using Ops AI for a few weeks. It has fixed about 60% of our production issues automatically. My team is more productive than ever."

Additional Information

Middleware plans to expand Ops AI. It will cover Logs and Kubernetes monitoring. The goal is for Ops AI to find issues in Kubernetes before DevOps teams start investigating. It will give a ready-to-use root cause analysis, saving engineers time.

Laduram Vishnoi, Founder and CEO of Middleware, thinks the future of observability is about solving problems instantly. Middleware is building that future with Ops AI. As the company grows, its goal is to eliminate toil, speed up resolutions, and help engineering teams focus on shipping great products.