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Engineering Practice 29 May 2026

What AI Changes About Measurement

The series retrospective - what the AI-era evidence actually says with every figure dated and attributed, the nine characteristics of ISO 25010 as revised in 2023, and what I now gate differently when much of the diff was machine-written.

Engineering Practice 18 May 2026

Five Metrics, Not Four

DORA as it actually stands - five metrics since the 2024 report, benchmarks dated to their vintage, the 2025 archetypes, and the comparison warning printed on the tin.

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