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.
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As AI writes more of the code, engineering shifts from producing code to orchestrating it: specifying intent, setting constraints and verifying results.
Ten architectural rules for effective LLM use: system instructions, hard constraints, structured reasoning, examples, context and reusable prompt templates.
A responsible AI field guide for spotting AI projection, reducing automation bias and designing interfaces that keep evidence, uncertainty and accountability visible.