Operations | Monitoring | ITSM | DevOps | Cloud

Out-of-the-box and bring-your-own AI agents that encode operational knowledge boost troubleshooting speed and accuracy across cloud native infrastructure TEL AVIV and SAN FRANCISCO, March 18, 2026 — Komodor, the autonomous AI SRE company for cloud-native infrastructure, today announced a new extensibility framework that transforms its Klaudia AI technology into a universal multi-agent platform for troubleshooting and optimizing performance of complex cloud native infrastructures and applications.

A real workflow showing how Claude + CloudZero MCP turns plain-English questions into actionable cost intelligence — no dashboards, no tickets, no waiting As Director of Finance and Accounting at a software company, my job can be described simply: Understand what we’re spending, who’s responsible, and whether we can get more efficient. But as anyone who’s had to wrangle AI costs knows, doing so for AI is anything but simple.

Canonical is working with Microsoft Defender to improve the security of organizations’ mission-critical Linux workloads.

In case you don't know the back story, in order for me to play with radios and label it "work," I've created a PostgreSQL database running on AWS Aurora. The db is fed from API calls to aprs.fi through Lambda functions on AWS. Some of the DDL & code is mine. Some is from Claude. Neither of us paid much attention to indexing when we were putting things together.

Engineering teams are great at innovating and delivering products, but the work that's required to maintain them over time and keep them running well tends to get deprioritized. Planning processes are designed to move features forward, not to catch whether those features are generating too many alerts, degrading in performance, or creating compliance exposure over time. As a result, that class of work accumulates quietly.

DCIM software supports edge computing, IDF closets, and distributed IT environments by providing centralized asset management, real-time power and environmental monitoring, 3D digital twin visualization, capacity planning, and physical security management across every site from core data centers to remote sites and IDF closets.