Operations | Monitoring | ITSM | DevOps | Cloud

From Stack Trace to Probable Cause: AI Root Cause Analysis Is Here

You know the drill. An error fires, you get the stack trace, and then you spend the next 45 minutes tracing it backward through four services, two config files, and a deploy that happened three hours ago. You eventually find the root cause, but the path to get there was manual, slow, and entirely dependent on how well you already knew the codebase. We built AI-powered root cause analysis (RCA) for that kind of slog.

Introducing the BigPanda L1 Agent: An autonomous L1 operator for your enterprise

Every enterprise IT leader facing the spiraling complexity of modern IT environments has a version of the same conversation. How can we manage the increasing complexity of more services, more dependencies, and more layers of observability and monitoring? Their answer would add headcount to the NOC, sign another Global System Integrator contract, and buy your organization another year.

Introducing OrionIQ: The End of Manual Observability

OrionIQ is Logz.io’s new agentic observability platform designed to move teams from detecting issues to resolving them automatically. As AI accelerates software development, operations remain manual: engineers still wake up at 2 a.m. to investigate alerts and rebuild context. OrionIQ uses AI agents to analyze real-time telemetry, investigate incidents, identify root causes, and take action across systems.

2026 Product Roadmap

Over the past 11 years, we have focused on one problem: ensuring complex conversion journeys work reliably in the real world. Across ecommerce platforms, travel services and large consumer websites, these journeys are where revenue is generated and where reliability matters most. In 2026, our focus sharpens further. The theme for the year is simple: Higher signal trust. Deeper intelligence. Stronger operational resilience.

Introducing Aiven Apps: Applications next to your data, where they belong

Unify your code and data. Aiven Apps lets teams deliver real-time applications faster, without building new platforms. No lock-in. No custom pipelines. No egress surprises. We are excited to announce the Limited Availability (LA) launch of Aiven Apps! For over a decade, Aiven has simplified how you store and stream data with an open-source foundation. Over that same time, data volumes have exploded, and so has the friction caused by the distance between where your data is stored and where your code runs.

Introducing CertKit: SSL Certificate Automation for the Rest of Us

We’ve been quietly solving a problem that most teams haven’t hit yet, but they’re about to. SSL certificate lifetimes are dropping to 47 days. If you’re managing certificates manually today, you have a very short window before that becomes a real operational problem. We know, because it happened to us first.

CertKit is out of beta

CertKit is officially out of beta. We started building CertKit a year ago, and since then over 600 people signed up, issued certificates, and deployed to their infrastructure. Several are running it as their production certificate management platform right now. We built a lot during the beta. Some of it we planned: SSO, team management, alerting. Other things, users had to beat into us. The Keystore came from enterprise security requirements to keep private keys in house.

New Release: SecureBridge, EntityDAC, and dbExpress Drivers Get Support for Latest IDEs, Databases, and the Arm64EC Target Platform

We are excited to announce the latest release of SecureBridge, EntityDAC, and the full family of dbExpress drivers. This update delivers expanded IDE compatibility, support for the latest database versions, new security components, and platform improvements that benefit developers across the Delphi and Lazarus ecosystem.

What's New in InfluxDB 3.9: More Operational Control and a New Performance Preview

We’ve spent the last few months listening to how teams are running InfluxDB 3 in the wild. The feedback was clear: as you scale, you need less “guesswork” and more control. Today’s release of InfluxDB 3.9 is our answer to that. As more teams move InfluxDB 3 into production, our focus has shifted toward the operational experience: how you manage the database at scale, how you ensure it remains secure, and how you provide a seamless experience for users.