AI Systems & LLM Infrastructure - Practical Notes

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AI Systems & LLM Infrastructure - Practical Notes

Practical insights on LLMs, Ollama, and AI systems.

No hype, no fluff — just real-world experiments, benchmarks, and system design tradeoffs:

  • running LLMs locally

  • performance and cost optimization

  • AI system architecture (RAG, agents, pipelines)

  • tooling and infrastructure

Written for engineers building with AI.

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