Sanitizing AI coding sessions before external review: the redaction workflow that ships

The day before an external review is the day you discover what is actually in your AI coding sessions. A real customer name buried in a tool input. A snippet of restricted code in a model response. A path that exposes more about your infrastructure than you wanted to share. The wrong answer is to clean it up by hand. By-hand redaction breaks integrity. The right answer is a redaction workflow that produces a sanitized derivative bundle with sentinels in place of the redacted content, a recorded...