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There are many simple things we can do to make the AI discourse less confusing and more productive, like not using "vibe coding" as an umbrella term to refer to all AI-assisted software development. https://t.co/0GLL0tXI6S https://t.co/zlie62h2hF
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"ext_alt_text": "\nVibe coding\tAgentic engineering\nRole of AI\tAutomation — AI does the work; the human delegates and steps back\tCollaboration — AI amplifies human ability; the human stays in the loop, steering\nBest suited for\tThrowaways, prototypes, personal tools, demos, or one-off projects\tProduction software meant to be maintained, shipped, depended on\nWho does it\tAnyone — non-programmers, product managers, designers, hobbyists\tProfessional software engineers (requires high level of judgment)\nSpecification\tVague prompts; steer “by vibes,” regenerate until it looks right\tPrecise specifications and success criteria; explicit constraints\nHuman understanding\tLow or none. No mental model of the architecture required\tMaintain a working model of structure, data flow, invariants\nVerification and debugging\tRun it, eyeball it, “does it work?” (No need to read the code.) Just re-prompt, ask AI to fix, or work around bugs blindly.\tComprehensive tests, code review, guardrails, iteration and pushback. Diagnose and",
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