Vibe Coding

"Vibe coding isn't witchcraft. It's meticulous planning." — klöss

Don't expect vibe coding to conjure black magic. Code agents can only do what you tell them to do — and in fact, they are remarkably good at their jobs when you know what you want. The real skill isn't prompting; it's thinking clearly before you prompt. What problem are you solving? What output do you expect to see? What are the potential failure modes, and what should the agent be checking for?

Define the problem. Specify the output. Anticipate the pitfalls. The agent handles the rest.

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• Structured Vibe Coding with Claude Code Agents A complete guide to using Claude Code as a team of specialized agents — from investigation to implementation to debugging.

• Why You Suck at Vibe Coding (Adapted) Adapted from klöss's comprehensive guide, rewritten for research and ML development workflows.