Operations | Monitoring | ITSM | DevOps | Cloud

"Imagine spending hours manually sifting through error logs, trying to pinpoint the root cause of a critical issue. This is a common challenge in software development." This is a problem that many engineers experience today and this process can be greatly improved an automated using AI agents. These AI agents will require as much context about the issue or problem as possible to be effective and have any opportunity to help improve this process.

Searching through error data efficiently is critical for developers using monitoring tools. At Rollbar, we recently completed a significant overhaul of our Item Search backend. The previous system faced performance limitations and constraints on search capabilities. This post details the technical challenges, the architectural changes we implemented, and the resulting performance gains.

When software errors strike, developers must act fast. Efficiently triaging issues can drastically reduce downtime, improve user experience, and keep your development team focused on innovation. Rollbar offers powerful features designed to help teams streamline error triage and resolve issues quickly. Here's how you can master the triage process and leverage Rollbar to reduce time spent debugging.

Security has been our top priority over the last year, and we’re rolling out major improvements to account and project access tokens to bring Rollbar up to today’s security standards. Newly created tokens will be stored in an encrypted format, inaccessible via the UI or API after being created, and you will be able to manually encrypt your existing tokens. This change to token storage will give you more control over who can submit, access or update data in your system.

Following our recent updates on faster item search and searching within custom data fields, we’re excited to announce another major improvement: nearly all standard data fields within Rollbar are now indexed and searchable!

Following our recent update on faster item search, we’re excited to introduce another powerful improvement to our search functionality: key/value searches for specific fields!

We’ve overhauled the search backend that powers the Item List UI and Item Search API. Item Search is now far more powerful, working with custom fields and nearly all the data you send Rollbar. Searches return quickly and return the results you'd expect.

We’re excited to share some great news about our Related Tab feature! We’ve listened to your feedback and made big improvements to help you manage and investigate your items more easily. The Related Tab is a helpful tool that shows you other items related to the one you’re looking at. This makes it easier to see if the same issue is happening in different parts of your code base or if there are similar items that might be connected.

Let’s explore what OpenTelemetry is and isn’t. Here is what OpenTelemetry says about the project…

Software development and operations teams are the guardians of system stability, ensuring uptime, reliability, and performance across complex software ecosystems. The stakes are high—every second of downtime impacts your brand’s reputation and bottom line. That’s why integrating Rollbar’s error monitoring with GrowthBook’s feature flagging is a game-changer for ops teams.