When you should delegate to AI (and when you shouldn’t)

August 05, 2026

Estimated reading time: 8 minutes

Key takeaways:

• Only delegate work that’s verifiable,** low risk**,** boring**, and** easy to define as “done.”Everything else needs real human ownership. AI-generated work is still your work. Removing yourself from the process costs accuracy, time, and a colleague’s trust. Deliberatebeats liberal**: owning the design, staying critical of AI’s output, and understanding everything before it ships matters more than how much you use it.

In the new, ever changing world of working with AI in software engineering, we are all being asked to do more and boost productivity.

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August 05, 2026