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Securing the Cloud-Native Edge

Securing the Cloud-Native Edge

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The job of “protecting the data” in a cloud-native environment used to mean snapshots and offsite copies of stateful workloads ...
The “Golden Ticket” for Cloud-Native Modernization

The “Golden Ticket” for Cloud-Native Modernization

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For years, the case for ripping out a legacy hypervisor was mostly philosophical — the migration cost almost always outweighed ...

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Over the past year, AI has fundamentally changed how software is written. Infrastructure code is no exception. Tasks that once required deep familiarity with tools, syntax, and workflows can now be handled through natural language. Engineers are no longer starting from a blank file. In many cases, reviewing and modifying code generated for them has […] [...]

Why Logs, Metrics and Traces Still Don’t Give You Real Observability 

If your team can answer the question “Did the system do the right thing?” and not just “Did the system stay up?”, you’re getting close to real observability. [...]

Why Your AI Agent is a Black Box and How to fix it With OpenTelemetry 

You built the agent. It works in testing. Then it hits production and starts giving wrong answers, timing out or burning through your token budget, and you have no idea why. This is when developers discover that print statements and log files weren’t designed for this.   LLM applications fail in ways that traditional tooling can’t see. A hallucination doesn’t throw […] [...]