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AI Engineering

The Coming Shift From Software Development to Software Orchestration

As AI writes more of the code, engineering shifts from producing code to orchestrating it: specifying intent, setting constraints and verifying results.

October 4, 2026 · 8 min read

AI Engineering

10 Basic Architectural Rules for Effective LLM Use

Ten architectural rules for effective LLM use: system instructions, hard constraints, structured reasoning, examples, context and reusable prompt templates.

May 4, 2026 · 3 min read

AI Engineering

The Ghost in the Code: Navigating the Trap of AI Projection

AI projection and automation bias: why treating language models as collaborators is risky for architects, and how to design transparent, validated AI systems.

May 3, 2026 · 1 min read

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