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AI Engineering 13 Apr 2026

An Honest Ledger for a Borrowed Skeleton

The series retrospective - what was borrowed and from whom, what my extensions add and what they cost, the gap between the workflow as described and the runs I can actually evidence, and what I would do differently.

AI Engineering 28 Mar 2026

Why Agents Need Gates

Agents now work unattended for stretches long enough that the conversation can no longer save you - why unstructured runs fail, the five-phase PREVC workflow I adapted from an open-source skeleton, and where this ten-part series goes.

Which CV would you like?

Pick the one closest to the role. Each is two pages and carries the same facts.

Applied AI

Agentic AI & Cloud Engineer · multi-agent systems, RAG and MCP on AWS

Cloud & .NET

C#, .NET 10 and ASP.NET Core microservices on AWS and Azure · Terraform & AWS CDK

Data Engineering

AWS lakehouse · Kinesis, Glue (PySpark), Apache Iceberg, Lake Formation

Everything

All three domains, with the standout project from each