Operations | Monitoring | ITSM | DevOps | Cloud

With a sandbox workspace of its own, Olly answers bigger questions

Ask Olly to audit your alert coverage and it pulls the whole set through the API, works through it with a script, and hands back the gaps as a report you can send to the team. DataPrime and PromQL already answer the questions that fit a query language, and Olly has been answering those for a long time. The sandbox is for everything else: the sources that have no query language of their own, the correlations that span two languages at once, and the analysis that needs a script rather than a filter.

Hillclimbing Meets Production: What Changes When the Agent Runs Your Infrastructure

On 28 September, Anthropic published a playbook for designing evals and hillclimbing against them, and shipped two commands that put it to work. In Claude Code, /claude-api build-eval interviews you and builds an eval inside your codebase. /claude-api hillclimb then improves your app against it, one change per round, with a held-out split to catch overfitting. It is a good piece of work, and the results are concrete.

What Is DNSSEC? How DNS Security Extensions Stop Spoofing

Why would a domain with correct records, healthy name servers and a valid certificate stop resolving for part of the internet? Often it's DNSSEC. Your records are fine; the signatures behind them are not, and any resolver that checks signatures now refuses to answer. DNSSEC was designed to stop spoofing and cache poisoning, and it works. The catch is operational.

9 Best Cisco Network Monitoring Tools in 2026

Does your IT team have a clear view of your Cisco network's health and performance? Cisco routers, switches, firewalls, and wireless devices need regular monitoring to catch network issues before they affect users. Cisco network monitoring tools help you: However, not every tool supports Cisco technologies such as Meraki, IP SLA, ACI, and SD-WAN. In this guide, we compare 9 Cisco network monitoring tools based on their features, limitations, deployment options, and pricing.

Highlights from Oracle AI World 2026

Oracle AI World 2026 brought customers and partners to Las Vegas to explore how AI can support their existing business systems. At the event, Datadog participated in a session with Peloton Consulting Group and hosted a booth covering observability across Oracle Fusion Cloud Applications, Oracle Database, and Oracle Cloud Infrastructure (OCI).

Manage Kubernetes observability with DatadogInstrumentation

For teams that own an application running on Kubernetes, updating its observability configuration should be as straightforward as updating any other Kubernetes resource. But configuring integration checks, log collection, and tracing often means working across multiple configuration paths. If those settings live in pod annotations, adding a metric check or changing log processing rules requires a Deployment rollout.

PagerDuty Microsoft Teams Integration: Setup and Limits

The PagerDuty Microsoft Teams integration gets incident notifications into Teams channels and lets responders acknowledge and resolve from there. It does not turn Teams into your on-call tool. It will not answer "who is on call for payments?" from a channel, it cannot post into private or shared channels, and it needs three different admins to set up. If your company runs on Teams, you should know exactly where that line falls before you design your incident process around it.

Survey: How Much Do Data Center Managers Trust Their Data? And Where Can They Improve?

Data center decisions are only as reliable as the information behind them. An asset inventory can accurately describe the equipment it records while still omitting assets that have not been documented. Power readings can be current for monitored equipment while other gaps go unnoticed. And when infrastructure data is spread across disconnected systems, getting a complete picture becomes harder.

GitHub's AI Coding Boom Exposes a Bigger Security Problem

GitHub's AI coding boom is exposing a major problem in software security. As AI coding agents generate more code and developers push commits faster than ever, can traditional DevSecOps and shift-left security practices keep up? In this episode of ShipTalk, cybersecurity leader Jake Bernardes breaks down GitHub Universe's AI coding trends and argues that shift-left security is dead in the age of AI-generated code.

Monitoring WooCommerce Background Jobs with AppSignal

WooCommerce relies on a lot of work happening in the background. Some of that is handled by WordPress cron, while other tasks are queued through Action Scheduler. This can include things like sending scheduled emails, processing subscription renewals, delivering webhooks, running scheduled WooCommerce actions, and other maintenance tasks that do not happen during a normal page request. The problem is that when one of these background jobs stops running, it is not always obvious straight away.