Operations | Monitoring | ITSM | DevOps | Cloud

netdata

Who Built This Dashboard, and Are They Still Here?

Oct 3, 2026 By Costa Tsaousis In netdata
You have lived it, no? When production is down, and you have that chart that says something really strange and peculiar, and nobody knows who did it or when. Production is bleeding. There is a spike on screen. And the chart answers everything except the question you actually have: who built this panel, what did they mean by it, and are they still here?
Read Post
incidenthub

The September 30, 2026 Railway Outage

Oct 3, 2026 By Hrishikesh Barua In IncidentHub
Railway-hosted domains returned HTTP 404 to new connections in all four Railway regions on September 30, 2026, for about five minutes between roughly 07:35 and 07:40 UTC. This happened after a new version of Railway's routing service went live before the database schema change it depended on had been applied.
Read Post

Block AI Agent Regressions Before They Ship | SAO Pre-Push Eval Gate Demo

Oct 3, 2026 By Splunk In Splunk
Every engineering team has unit tests. They tell you the code still works. They tell you nothing about what the model started saying. This demo wires a single eval gate script into a git pre-push hook, so Splunk Agent Observability scores every agent's output before the push is allowed through. Luna, an on-premise small language model, runs as a synchronous judge against fixed thresholds. Fail one, and the push is blocked.
View Video

Turn Production Failures Into Test Datasets | SAO Dataset Curation

Oct 3, 2026 By Splunk In Splunk
Your agent breaks in production. You fix it and move on. But the input that actually broke it is gone and two months later the same failure quietly comes back, because there was never anything to test against. That's not a debugging problem. It's a missing dataset. This demo turns low-scoring production traces into a regression suite you can run against every prompt and model change, without writing a single test case by hand.
View Video

Steer, Block and Audit Agent Behavior from One Place | SAO Agent Control Demo Cisco Agent Control

Oct 3, 2026 By Splunk In Splunk
Most teams keep an agent from regressing by hardcoding checks into its logic, an if-statement here, a regex there. Every new rule then becomes a code change, a review, and a deploy, and the person who spots the problem in production is rarely the person who can ship the fix. Agent Control moves those rules out of the code and into one hub. Steer, block, and validate agent behavior in real time, with rules any team member can update without touching the codebase.
View Video
Agentic AI or CLM Compliance? A Buying Test for Financial Services

Agentic AI or CLM Compliance? A Buying Test for Financial Services

Oct 3, 2026 By OpsMatters In OpsMatters
Consider a hypothetical bank negotiating a technology supplier agreement. An AI agent spots a change to the audit-rights clause, proposes replacement language and prepares the contract for approval. The review looks faster. Then someone asks which policy version the agent used, whether the replacement was approved, and what prevents the unsigned draft from becoming the operational record. Those questions should shape the buying decision.
Read Post
statusgator

Get a weekly view of your service reliability

Oct 2, 2026 By Michael Joyce In StatusGator
StatusGator already keeps you informed as outages happen with status change notifications and Early Warning Signals. Now, you can also get a simple summary of how your services performed over the past week. We’ve added Weekly Uptime Reports, delivered directly to your inbox. Each weekly report gives you an at-a-glance view of your StatusGator board, including: This makes it easy to review the week without digging through individual incidents or notification emails.
Read Post

Copyright © 2026 OpsMatters™. All rights reserved.