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Senior Developer Skills in the AI Age

How time-tested software engineering practices amplify the effectiveness of AI coding assistants.

My motivation for sharing these experiences and the best practices I’ve identified is to help move the needle forward in terms of AI adoption within the broader software development community — even if realistically, it’s only by some micrometers. My Twitter feed suggests that AI-powered coding tools are already generating significant buzz in a specific niche: non-professional developers who are having great fun building software products. The application connects hourly to our ELK stack’s Elasticsearch server, reads the latest error messages, and sends us a well-formatted email summarizing the current state of problems on our web platform:

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