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AI Drafted the Docs. Your Job Is Decisions, Not Prose.

AI Drafted the Docs. Your Job Is Decisions, Not Prose. When a language model drafts documentation, the bottleneck shifts from writing to reviewing, and most review habits were built for scarce text.

  • AI generates documentation candidates for review
  • Script extracts decision points from AI output
  • Four-step workflow defines ownership and review process

okf-guard: A Security Layer for Open Knowledge Format (OKF) Pipelines

Catching Prompt Injection Before It Enters a Trusted Knowledge Base AI agents increasingly consume knowledge from sources they did not author and cannot independently verify: a PDF policy document, a scraped web page, a spreadsheet exported from another team's system.

  • Okf-guard protects OKF pipelines from hidden content in documents.
  • Detects hidden text in PDFs, Word, PowerPoint, spreadsheets, HTML.
  • Flags malicious instructions within hidden content for quarantine or block.

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