Insights

Notes on architecture, knowledge systems and the agentic organization.

You’re still prompt engineering like it’s 2024

Prompt → context → harness engineering: the three eras, and why the harness is what separates outcomes now.

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From SDLC to ADLC

How the software development life cycle changes into an AI Delivery Life Cycle when agents enter the loop.

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Why AI pilots die before production

The integration, data and governance gap — and how to design across it from day one.

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RAG is not a strategy

Why organizations need knowledge and context systems, not a single technique.

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From the pyramid to the agentic organization

How AI reshapes roles, workflows and org charts — and who owns the redesign.

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