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Tools · Governance · 30 of 37

Redact

IPv4, email, keys, bearer. String never leaves this tab.

Need

What this desk is for.

Secrets in a trace that left the tab.

How

What runs in this tab.

IPv4, email, keys, bearer. String never leaves this tab.

Role analog: AI Security Specialist · 2026 US year-1 replacement $284,900 (market, not payroll). Kernel runs here. This tab stays local. Not zg, not SignalR, not Copilot, not tiktoken.

4Kinds
AWS_KEY, BEARER, EMAIL, IPV4Hits
Contact «EMAIL» at «IPV4» with «BEARER» «AWS_KEY»

String never leaves this tab. Named patterns. Not a DLP product.

Talk Route in the workspaceSave to a workspaceAll 37 tools

Governance cluster

Same cluster. Nothing deleted.

Governance

Injection heuristic

Named pattern hits. Heuristic, not a firewall, not a CVE feed.

Governance

Term distance mapper

Pairwise cosine on hash-ngram vectors. Not a bias certification.

Governance

Rating canvas

1–5 scores. Mean and disagreement.

EngOS