Operations | Monitoring | ITSM | DevOps | Cloud

The Hidden Bottleneck in SAP Delivery: Why System Refresh Deserves Automation-First Thinking

Most conversations about SAP modernization focus on the big-ticket items: the move to S/4HANA, the cloud migration roadmap, the CI/CD pipeline everyone wants but few have fully built. SAP system refresh rarely makes that list. Instead, system refreshes are treated as plumbing: necessary, unglamorous, and easy to defer until they become a crisis. One organization’s experience shows why that’s a mistake. After completing a major SAP S/4HANA transformation, a large U.S.

Correlating Logs, Traces and Metrics to Find Root Cause

Correlate logs, traces and metrics with trace_id, span_id, exemplars and shared resource attributes, then pivot from an alert to the root cause. Last9 is an observability platform built for high-cardinality telemetry. It unifies logs, metrics, and traces with native OpenTelemetry and Prometheus support, real-time alerting, and long-term retention.

Shipped: Dimension descriptions, right where you pick them

Picking a dimension means choosing from a list of names. But names only tell users so much. “Product,” “Team,” and “Cost Center” mean different things in different orgs. If you’re building a report you have to guess which one fits the question you’re answering.

Webinar recap: FY2027 AI budgets and how finance leaders plan

CloudZero's Emily Allen and Brady Lenahan talked through how finance capitalizes AI spend and sets limits on it after a year of companywide AI adoption. Picture your AI line item last fall. A few seats, one vendor, tucked inside the software budget. Now picture it today. That’s the year Emily Allen, director of finance and accounting at CloudZero, walked through in our 30-minute webinar FY2027 AI budgets: how finance leaders plan on October 29, 2026.

CISOs Now Rank Domain and DNS Hijacking Above Ransomware

CSC's CISO Outlook 2026 report surveyed 300 senior technology and cybersecurity executives in the first quarter of 2026, split evenly across North America, Europe and the UK, and Asia-Pacific. When asked which cyber threats they had actually experienced in 2025, not which ones worried them but which ones happened, the answer at the top of the list was domain and DNS hijacking, and subdomain takeover. Ahead of ransomware. Ahead of malware.

Six Days: What UNC7005 Shows About the Gap Between Domain Registration and Attack

On 20 August, Google Threat Intelligence published an analysis of a phishing cluster it tracks as UNC7005. Google assesses with moderate confidence that the cluster is connected to ICE RELIC, the Russian actor formerly tracked as APT29 and also known as Midnight Blizzard.

Banks Found AI Agents Inside Customer Accounts. Nobody Approved What They Did.

Major US banks have found AI agents operating inside customer accounts, signed in with credentials customers handed over themselves. Nothing was breached. The agents authenticated correctly, and some of them still did things nobody asked for. That gap between having access and having authority is the agentic AI security problem every enterprise running agents now owns.

How we use Insights to improve the agent behind Insights

Improving an AI agent means knowing which behaviors to change and where those changes will have the greatest impact. Insights in Datadog Agent Observability improves AI agents by analyzing agent traces to identify recurring cost and reliability problems. It then explains the causes of those problems, assesses their impact, and recommends fixes backed by evidence. At Datadog, we use Insights to improve the agent behind Insights.