If you want to get more out of LLMs, think less like a typist and more like an engineering manager. Once code generation gets cheap, your leverage moves away from authorship and toward direction, judgment, and acceptance. The hard part is no longer making code appear. The hard part is deciding whether the output is correct, safe, and worth shipping.
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Engineering managers may be better positioned to adopt AI than expected. Why delegation, structure, and quality control matter more than prompts.
Read moreEvery Team Should Have a Learning Backlog
Most engineering teams are too busy for “nice-to-have” ideas to survive prioritisation. A Learning Backlog gives those ideas a safe home — optional, low-stakes, and focused on learning, not delivery.
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