Tag: inference

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May 23, 20267 min readTooling Deep DiveIntermediate240 min build

AWS infrastructure patterns for foundation-model training and inference

Practical AWS blueprint for foundation-model training and inference: combine accelerator-backed compute, high-bandwidth network, durable object storage, Slurm/EKS orchestration, and metrics.

AWS foundation-models distributed-training inference orchestration

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May 22, 20267 min readAgent PlaybookIntermediate

Agent harnesses like OpenClaw are reshaping LLM inference, operations and CPU use

Small orchestration layers — agent 'harnesses' like OpenClaw — wrap LLM APIs to enable stateful workflows, changing latency, cost, CPU use and security trade-offs.

AI agents LLM inference model-ops

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OpenClaw CPU security