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What Is Vibe Coding?

Vibe Coding turns strategy into modular blocks (scripts, APIs, automations) that are versioned, tested, and deployed with CI.

  • Composability: small blocks with clear inputs/outputs.
  • Observability: logs, metrics, and alerts for each block.
  • Safety: guardrails for data access and external calls.
  • Blocks have README, schema, and examples.
  • CI runs lint/tests on PRs; rollbacks are documented.
  • Secrets are managed outside code.
  • Hidden dependencies and implicit state.
  • No test data or fixtures to validate behavior.
  • Manual deployments without audit trail.

Use when manual processes slow iteration or cause errors. Don’t use to prematurely optimize experiments that are not validated.