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AI Agents? Not on my host
Over the past few years, Large Language Models (LLMs) have changed how we interact with computers. Instead of navigating interfaces or reading documentation, we simply describe what we want in natural language.The next step, agentic AI, goes further: Agen
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When More Cores Means Less Speed: Debugging PyTorch with Valgrind on ARM
If you've ever tried to debug a PyTorch program on an ARM64 system using Valgrind, you might have stumbled on something really odd: "Why does it take so long?". And if you're like us, you would probably try to run it locally, on a Raspberry pi, to see wha
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Optimizing Performance with Unikernels: Exploring Container Runtimes for Serverless Workloads with Knative Benchmarking
In our previous posts, we walked through the process of configuring various low-level container runtimes in Knative using the RuntimeClass feature of K8s. We detailed the setup for isolation mechanisms like gVisor, with a special focus on Kata and its ass
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Hardware acceleration in the Age of Functions (vol II)
In our previous post we spoke about the potential solutions for deploying serverless offerings with hardware acceleration support. With the increasing adoption of the serverless and FaaS paradigms, providers will need to offer some form of hardware accele
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Build a single-app rootfs for Firecracker MicroVMs
Spawning applications in the cloud has been made super easy using container frameworks such as docker. For instance running a simple command like the following1docker run --rm -v /path/to/nginx-files:/etc/nginx nginx spawns an NGINX web server, provided y
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