Systems | Development | Analytics | API | Testing

ClearML Launches Platform Management Center to Bring Financial Clarity to Enterprise AI Infrastructure

At GTC 2026, ClearML announced the general availability of its Platform Management Center, an administrative dashboard purpose-built for IT administrators and AI platform leaders managing multi-tenant ClearML deployments at enterprise scale. Available under the ClearML Enterprise plan, it gives cluster admins a single place to monitor every tenant’s activity, resource usage, and costs while protecting the privacy of tenant workloads and data.

New: Ask your data anything, and get clear answers in seconds

You know that moment. You open your dashboards, and something in the numbers looks off. Revenue is trending down, the pipeline feels lighter, or your campaigns aren’t delivering the results you expected. You can see the numbers, but you need to understand what’s happening and whether this is a short-term fluctuation or an early signal of something bigger. So you start digging. You move between dashboards, compare time periods, cross-reference metrics, and pull in context from different teams.

Lenses 6.2 - Trusting Agents to build & operate event-driven applications

At Lenses, our goal has always been to help organizations get the most out of their streaming data. We started with visibility into the Apache Kafka, moving up to the part that drives value, the application layer and now the Agentic layer. Lenses 6 moved us into a multi-Kafka world, as increasing, our clients aren’t just running on one type of Kafka anymore, and as sovereign cloud becomes increasingly topical (no pun intended) this is only increasing.

DreamFactory 7.4.4 Release: AI-Optimized Data Models, Custom MCP Tools, and Granular Access Controls

DreamFactory 7.4.4 is a significant release for teams connecting AI agents to enterprise databases through the Model Context Protocol (MCP). The new _spec endpoint gives LLMs a complete understanding of any database schema in a single API call. Custom MCP tool definitions let admins extend their MCP server beyond built-in database operations. And new per-tool toggle controls with role-based service discovery bring the governance enterprises need before deploying AI-database integrations to production.

Introducing Agentic Performance Testing: Performance engineering meets AI speed

Thanks to AI, software today ships faster and with more complexity than ever before, and performance teams that rely on workflows built for a slower era are at risk of falling behind. Reliance on manual steps, niche expertise, and disconnected tools create bottlenecks that add risk to every release. Tricentis NeoLoad is leading this paradigm shift with AI-powered performance capabilities that close the gap and match the pace of validation to that of modern software delivery.

Analytics that respond: Inside Yellowfin 9.17

The fun part of data analysis: Chatting with your data Taking BI on-the-go with a Responsive UI Putting you in control of your reports Enterprise scale without the headache Final thoughts Business decisions rarely happen in a straight line. They involve follow-ups, hunches, and "wait, what about...?" moments. Your BI software should be able to keep up. With the release of Yellowfin 9.17, we are making analytics feel more conversational, more flexible, and easier to use in the moments that matter.

Tideways 2026.1 Release

We’re rolling out a new wave of improvements across Tideways in our first Release of 2026, focusing on deeper visibility, smarter automation, and broader ecosystem support. From automatic tracepoints for selected transactions and improved exception workflows to enhanced FrankenPHP worker-mode instrumentation, these features continue to reduce manual effort while increasing observability.