Prototyping
The Rapid Iteration on Design
We’re entering an era where AI coding is becoming the new default tool for making mock-ups and running tests. It’s accelerating both testing and building — but the quality of the output, and the judgment behind what to prioritize, is still very much the responsibility of the human expert orchestrating it.
Tools and Mindset for a Builder — a Design Engineer’s View
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Use whatever AI model you’re comfortable with. I connect it to my daily tools via MCP so it can plug into the apps I already use for project and product management (Jira, Asana, or whatever your team runs on).
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Keep it simple and direct. Set clear boundaries around your workflows and the functions you actually need. Most inefficiency comes from a lack of prioritization and commitment in the moments where things get hard — that’s where discipline matters more than tooling.