Operations | Monitoring | ITSM | DevOps | Cloud

Most AI applications in production right now were shipped on vibes. A developer ran a few queries, liked what they saw, and pushed to prod. Laurie Voss argues that's the core reason so many AI products feel broken, and the fix is simpler to name than it is to do: write the tests.

Your agent writes code fast, but you shouldn't have to see it until it's right. Chunk sidecars are lightweight microVMs that work inside the agent loop, requiring agents to pass pre-push validation in a CI-like environment before they declare they're "done." That means no massive CI pile-ups, no long round-trips that risk resetting your agent's context. You're sending code you already know is good.

Unify cloud, network, and infrastructure telemetry into a single shared intelligence layer to get to root cause faster.

Learn what it’s like to work as an engineer at Cribl, a remote-first company building the AI platform for IT and security data. In this recruiting video, Cribl’s engineering and support leaders share how fully distributed teams collaborate, solve hard data problems, and grow their careers while working from around the world. You’ll hear from managers and leaders in site reliability engineering, security incubation, and technical support about.

Database software helps organize, manage, retrieve, and analyze data in databases. But what does that actually mean in practice? In this video, we explain what database software is using a simple library analogy, show how it helps add, edit, delete, and report on data. We also break down the main types of database tools used by developers, DBAs, analysts, and technical teams. You will also see examples of well-known database software, including SSMS, MySQL Workbench, pgAdmin, Oracle SQL Developer, JetBrains DataGrip, DBeaver, and dbForge Edge.

Most MSPs are sitting on a goldmine of data across their tools. The problem isn’t access, it’s knowing what *actually* matters… and how to use it to drive better outcomes. Join Amanda Doucette-Lachapelle and Kyle Christensen (Empath) as they walk through how to use KPIs to make smarter, more confident decisions, with real examples you can apply right away.

Take a quick walkthrough of what’s new in the updated OnPage Enterprise Management Console. In this video, we highlight the latest updates designed to give admins more visibility, flexibility and self-service control across critical communication workflows. You’ll see what’s new across the console, including: The updated Enterprise Management Console helps teams manage on-call schedules, critical alerts, escalation workflows and Dedicated Lines more efficiently from one centralized place.

Learn how override schedules work in OnPage and how admins can quickly manage temporary on-call coverage changes without rebuilding the entire schedule. With OnPage overrides, teams can adjust coverage for vacations, sick days, shift swaps, after-hours changes or last-minute availability issues. During the override window, alerts are automatically routed to the covering responder. Once the override ends, the schedule returns to the regular on-call rotation.