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access-control
2 postsJuly 2026
A Deterministic Guard Stops LLM Agents From SQL Overfetching
An open-source, LLM-free guard checks agent-generated SQL against user roles before execution, preventing text-to-SQL systems from overfetching sensitive data.
llmtext-to-sqlaccess-controlai-agentsNetflix's Data Projects: Managing Data Assets at Scale
Netflix introduces Data Projects to manage millions of tables and workflows, replacing fragile per-asset ACLs and user-tied identities with durable, project-level ownership.
netflixdata-engineeringidentity-managementaccess-control