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.
Global engineering teams perform when the operating model is right: clear ownership, async-first communication, protected overlap hours and flow metrics.
How engineering managers should lead teams that use AI coding assistants: better metrics, code review, AI literacy, security policies and culture.
How generative AI is changing software teams: faster coding, testing and reviews, shared knowledge, smaller AI-augmented teams, new skills and the risks.