A durable artifact is any rule file, CLAUDE.md entry, architecture doc, or checked-in spec that outlives the session that created it. The fastest way to corrupt one is to let an unfalsifiable phrase into the prompt that wrote it. "Ship a production-ready version." "Make it 99% reliable." "Better than Claude Code does by default." Each one sounds like a specification and is actually a vibe. The mod
Gate Zero: stop unfalsifiable prompts before they canonicalize as specs
aman-bhandari·Dev.to··1 min read
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