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Dev.to
Dev.to
7/7/2026
Four AI agents re-checked the guides

Four AI agents re-checked the guides

Short summary

Four Claude Fable 5 agents systematically audited turva.dev's specification-aligned guides against primary sources, finding one high-priority outdated reference (MCP proposal), one stale IETF draft, and six wording issues. Fixes included anchoring specification claims with dates and correcting machine-readable profiles (UCP, MPP) to match their spec definitions. Scanner scores remained unchanged, showing accuracy doesn't require inflated metrics.

  • Four AI agents found 8 documentation issues including stale MCP and IETF references and profile mismatches
  • Fixes involved anchoring time-sensitive claims with dates and validating machine-readable profiles against specifications
  • Demonstrates systematic approach to keeping technical documentation synchronized with evolving standards

Generated with AI, which can make mistakes.

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