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Technical publication · by William Oliveira

Monday Brief

AI engineering in practice: reliable agents, local models, and efficient systems — from cloud to device.

Issues are planned for Mondays, as time, material and my depression allow.

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Latest issue

Issue 1

Special launch issue: tools, evals, and local inference

MCP security advisories, agent evaluation pitfalls, and runtime changes in vLLM, Ollama, and Apple's on-device stack. Plus a proposed MLX memory experiment.

  • Security and privacy
  • Reliability, evaluation, and observability
  • AI engineering and agent architecture
  • Local AI
  • Mobile AI
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