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Perspectives on cloud architecture, AI engineering, and technology leadership.

2026-06-20Agentic AIArchitectureAI Engineering

Design Patterns for Agentic AI — A Practitioner's Guide

After running workshops and a worldwide hackathon for 300+ developers, here are the patterns I see working consistently in production Agentic AI systems.

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2026-05-15LLM EngineeringObservabilityAWS

Observability in LLM Engineering — What Production Actually Looks Like

Traditional observability tooling covers latency, error rate, and throughput. LLM systems add a new dimension: the quality of reasoning itself. Here is how to instrument it.

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