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PII Sentinel Pattern

The PII sentinel pattern keeps private customer or user-submitted material out of public, generated, or review-facing artifacts.

ForYouTune needs to summarize technical progress without reproducing sensitive user text, payment details, private messages, or credentials.

  • Scan source lines for sensitive-looking terms and formats.
  • Skip or redact lines that resemble secrets, tokens, emails, phone numbers, or payment data.
  • Prefer titles, statuses, safe headings, and implementation summaries.
  • Keep raw source references instead of copying private content.

The sync pipeline applies this pattern before writing generated board pages.