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Automatic secret redaction in tool results: masks API keys, tokens, JWTs, private keys and configured secrets before the model sees them.

Single-process multi-user workspace view partitioning for DeepSeek Harness: JWT-in-cookie login wall, per-user workspace/session filtering, and admin user management.

Decodes a JWT for debugging without verifying its signature, and flags expiry.