Operations | Monitoring | ITSM | DevOps | Cloud

The hard part of deploying AI agents isn't the agent. It's the environment around it. As organisations move from AI experimentation into production, the question isn't just what agents can do; it's whether you can trust the environment they run in. Sandboxed execution gives you both the autonomy and the guardrails, keeping agents isolated, auditable, and under your control.

Every pilot who's never had an engine failure is still ready for one. The same can't be said for most software engineers facing their first major incident. Hamed Silatani, co-founder and CEO of Uptime Labs, and former Head of Reliability Engineering at IG Group, has spent two decades watching engineers learn incident response the hard way: alone, under pressure, with no training.

AI tools are spreading across the entire software development lifecycle - but are they actually making developers more productive, or just adding noise? In this panel from Context Conference, Najla Elmachtoub (Squadformers) moderates a sharp, no-fluff conversation with Nathen Harvey (Google, DORA program), Bill Harding (GitClear), and Jeremy Castile (GitKraken) on what's really working when it comes to AI and developer experience.

We're going live to show what's new in the PagerDuty MCP Server and what you can build with it today. Timestamps Streamers: Ignacio Garces, Forward Deployed Engineer (ServiceNow SME), PagerDuty José Reyes, Engineering Manager, PagerDuty.

This walk-through shows how Splunk Cloud can search AWS S3 data through an Apache Iceberg REST catalog backed by Nessie. Learn how Iceberg table metadata, S3 storage, and Splunk Federated Search work together so analysts can query historical security data where it lives without reingesting it into Splunk.

Could you process hundreds of gigabytes of data on your laptop, or tens of terabytes on a single server? DuckDB is an open source SQL database system, geared towards analytical workloads. DuckDB ships a state-of-the-art database architecture as a single package, that is available both as a command line tool and as an in-process library. Uniquely among databases, DuckDB focuses on user experience and portability, making it easy to set up almost anywhere.

What is uPKI? Dirkjan explains what uPKI is and why it's important to check for certificate revocation at Ubuntu Summit 26.04. Watch his talk live as part of 26.04 on our YouTube channel (@UbuntuOS).

Taking the initiative. Prioritizing relationships. Doing the work nobody else wants to do. These are just some of the elements that contributed to Chris Yates’ rise from a developer to a DBA and, eventually, a Senior Vice President. As he explains to Steve Jones, “you are the CEO of your own brand.” Also in the episode: discover Chris’ thoughts on AI, the importance of community, and the one thing he’d now do differently if he were to start from scratch.

AI-assisted coding may speed up delivery, but it can also increase the risk around database changes. Here’s how Flyway helps teams stay in control. Tony and Tonie discuss how Flyway Enterprise helps teams build control into the database change process: immediate change visibility, continuous risk reduction, and secure, traceable deployment from commit to production.

Compliance Without Compromise: Test Data Management That Finally Fits You know you shouldn't have sensitive production data in test environments. But every time you look at fixing it, the options feel impossible: enterprise tools that cost six figures and take months to implement, or DIY scripts that sort of work until they don't. So, it stays on the backlog.