From Detection to Production: A PII-Safe Pipeline in Python and DuckDB
Part 1 gave you a map: every PII-bearing column, tier-tagged. Part 2 armed you: HMAC for direct identifiers, tokens for what must be reversible, mas…
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How Much Isolation Do AI Agents Actually Need?
By Suresh Mathew, Sedai CEO When a tenant-isolation check failed in Asana's MCP server, roughly 1,000 companies using Asana's AI integration could a…
The Sovereign Privacy Illusion: Why GDPR Compliance Doesn’t Equal Data Control
When regulation becomes theater and encryption becomes window dressing By Vektor Memory — 20 min read It is raining here in the Southern Hemisphere…