Operations | Monitoring | ITSM | DevOps | Cloud

Shipped: Allocate AI spend by the tags on your IAM roles

The tags you put on the IAM users and roles that call your models now come through as dimensions you can group and filter on. Tag a role with costCenter, department, email, or name, group by that key, and the model spend those callers drove shows up underneath. That gives you the human-readable half of caller identity. A caller ARN like assumed-role/inference-gateway/session-8842 names a role.

Loop Engineering Guardrails for iGaming with Claude Code and CX CLI

Tuning guardrails can take time. To accelerate this, we combined the power of Claude Code, Coralogix Telemetry and the CX CLI, to build a loop that iterates on guardrails. To test our loop, we built a fictional chat interface for an iGaming operator, that took bets, gave odds on markets and more, but with a catch: this agent was not permitted to make predictions about where the market was going. With our goal in place, we got to work designing our loop.

AI harnesses for telco autonomous networks

Across the global landscape, telecommunications operators have already deployed machine learning for predictive maintenance, customer care chatbots, and anomaly detection. However, as the industry transitions toward Autonomous Networks Level 4 (AN L4), where networks can make intent-driven, predictive decisions and perform closed-loop management with minimal human intervention, a fundamental architectural challenge has emerged.

Canonical joins the Open Secure AI Alliance

Canonical is now part of the Open Secure AI Alliance, announced by NVIDIA with partners across cloud computing, cybersecurity, enterprise software, open source foundations, and AI research. The alliance aims to develop and share open technologies, techniques, and tools to safeguard software and agents in the age of AI.

The Strategic Value of Emergency Readiness: Safeguard Operations and Human Capital

Emergency readiness often gets seen as just another compliance task - a checklist of fire extinguishers and evacuation routes to tick off. But that view misses the bigger picture. Real readiness isn't a static obligation; it's a dynamic strategy that protects your entire operation. It safeguards your financial stability, keeps things running smoothly, and, most importantly, shows you care about your people.

The Workloads Your ITSM Playbook Was Not Written For

Standard ITSM (Information Technology Service Management) falls short in AEC firms when project workloads set the rules for the workstation, data path and maintenance window. The challenge reaches beyond buying powerful PCs. Simply because it affects how you track upgraded components, triage model sync failures, keep specialist workstations available remotely and patch machines without losing milestone output.

How Technology Is Reshaping Corporate Documentation

Corporate documentation quietly holds organizations together. Meeting notes, policies, project updates, reports, internal communications, client records, and process guides all help teams preserve information and coordinate work. The problem is that creating those records can consume substantial time, especially when employees rely entirely on manual typing. Modern technology is changing that process through voice input, automation, collaborative platforms, artificial intelligence, and smarter search. Used carefully, these tools can make documentation faster without sacrificing accuracy, security, or human oversight.

The availability of SEO and AI search services in the Western Balkans

SEO and AI search services in the Western Balkans are making a significant impact on the international market. Agencies in this region are uniquely positioned to provide expertise for clients in the USA, UK, and EU, thanks to a combination of skilled talent and competitive costs. Understanding the advantages of hiring a Macedonian agency can help organizations maximize digital visibility and optimize online performance.