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Report abuseAWS 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.
- 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.
- Medium — medium.com/@erickmancz
- LinkedIn — linkedin.com/in/erick-mancz
- AWS Builder Center — builder.aws.com/community/@imancz
- Credly — credly.com/users/erick-mancz.66783c3e
- Golden Jackets Brazil — goldenjacketsbrazil.com
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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