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Vibe Coding

A sober look at fast AI-assisted building, its workflows, tools, checks and failure modes.

4mapped notes1 live · 0 scheduled · 3 research
Content graph / 04 nodes

Research path

Start with the pillar, move into a focused cluster, then follow its supporting field notes. Every node in the Vibe Coding architecture is exposed here.

Live
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Parent–child pathPPillarCClusterSSupporting note
  1. 01PillarVibe Coding: Definition, Workflow, and Hard LimitsLearn how to understand where vibe coding helps and where it becomes unsafe. Evidence artifact, failure checks, verification, and decision rule included.vibe codingLive90,500 US/mo · KD 86
    1. 01.01ClusterA Vibe Coding Workflow With Verification GatesLearn how to move from prompt to working prototype with explicit checks. Evidence artifact, failure checks, verification, and decision rule included.vibe coding workflowResearchIntent mapped
      1. 01.01.01SupportingVibe Coding Tools: Choose by Failure ModeLearn how to choose a vibe coding tool based on control and verification needs. Evidence artifact, failure checks, verification, and decision rule included.vibe coding toolsResearchIntent mapped
    2. 01.02ClusterVibe Coding Risks: Security, Maintenance, and OwnershipLearn how to decide whether a vibe-coded project is safe to keep. Evidence artifact, failure checks, verification, and decision rule included.vibe coding risksResearchIntent mapped