Breaking the Lethal Trifecta How to run an autonomous coding agent without trusting it. Key takeaways The danger comes from combining three things. An agent becomes risky when the same process reads …
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Try itThe Model Context Protocol (MCP) helps connect LLMs to external tools, databases, and APIs. But giving AI agents hands and feet to take real-world actions introduces an entirely new attack surface. We
“” is published by Filipe Motta in ITNEXT.
If you wouldn't put it on GitHub, don't give models access to it
What is OpenTelemetry? See how the OTel framework standardizes traces, metrics, and logs so you can switch backends freely.
An AI agent harness manages how a model uses tools, context, and feedback. Learn how harness design shapes the reliability of AI security testing tools.
nvidia-smi GPU-Util says a kernel ran, not how much work the GPU did. How DCGM metrics on Kubernetes show real GPU throughput, power caps and node health.
Adding an inference replica creates capacity only after the new instance can serve requests. Between starting a process and generating a response…
NVIDIA Kubernetes Engine (NVKE). A management plane for GPU Kubernetes on bare metal. - dsx-ai-factory/nvke
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