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erickmancz/README.md

Erick Mancz

AWS Solutions Architect · Golden Jacket holder · ~15 years in cloud.

I write Golden Jacket Field Notes, a weekly practitioner series on production ML, GenAI, and cloud architecture. Not re:Invent recaps. Not tutorials. Field notes from workloads where outages, audit gaps, and cost surprises are not tolerated.

I co-founded Golden Jackets Brazil, the community connecting every Brazilian who has earned this status.


What lives in this GitHub

  • golden-jacket-field-notes — index of the weekly series, with links to published articles and companion code
  • Companion repositories for selected Field Notes — reference architectures, working examples, and reproducible setups

Not every article gets a companion repo. I only publish code I have actually run and can defend in issues.


Where I work in the open


Focus areas

Production ML and GenAI on AWS · Agentic architectures (Strands, AgentCore, MCP, A2A) · Bedrock Knowledge Bases and Agents · Cloud governance at scale (Control Tower, SCPs) · FinOps · Enterprise architecture and Cloud Centers of Excellence.


Opinions in my articles and code are my own and do not represent the views of my employer.

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  1. golden-jacket-field-notes golden-jacket-field-notes Public

    Companion repository for Golden Jacket Field Notes. A weekly practitioner series on production ML, GenAI, and cloud architecture on AWS. Published on Medium and AWS Builder Center. Code samples, re…

  2. aws-agentic-stack-starter aws-agentic-stack-starter Public

    Companion repo for Golden Jacket Field Notes Week 2: Reference implementations of Strands, AgentCore, MCP, and A2A.

    Python

  3. bedrock-kb-production-starter bedrock-kb-production-starter Public

    Production-leaning starter for Amazon Bedrock Knowledge Bases. Companion to Week 1 of Golden Jacket Field Notes.

    HCL