John WalpoleAI systems engineering & reliability

Writing

Architecture notes, operating models, and grounded AI explanations.

Long-form notes on AI systems, reliability, governance, technical judgment, and the operating models that make complex systems easier to trust.

Keep Your Skills Close, But Keep AI Closer

Artificial intelligence is changing how engineers, developers, analysts, and knowledge workers approach their daily work.

Type
Writing
Last updated
2026-06-06
aicareer-developmentengineeringcritical-thinkingautomation

Operational AI and the Importance of Trust

Much of the discussion around artificial intelligence focuses on model size, benchmark scores, reasoning capabilities, and rapid feature development.

Type
Writing
Last updated
2026-06-04
ai-systemsreliabilitygovernanceobservabilityoperations

The Ethics of AI: Code, Control, and Consequence

As artificial intelligence becomes increasingly integrated into software development, operations, infrastructure, and business processes, ethical considerations become difficult to ignore.

Type
Writing
Last updated
2026-06-06
aiethicsgovernancetrustengineering