Your company brain will leak secrets: how we stopped it for big banks — Tanmai Gopal, PromptQL
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AI Engineer
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AI Engineer
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Terms in this piece · Glossary
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
sandbox — An isolated environment where AI-generated code or agent actions run without being able to touch anything real.
Why it matters
PromptQL's design scopes read/write access per markdown file in a shared AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition → knowledge base, requires a human to approve any agent-written fact, and injects credentials per user at the HTTP/SQL layer rather than the sandboxAn isolated environment where AI-generated code or agent actions run without being able to touch anything real.Full definition →, a concrete pattern for shared agent memory that doesn't leak.
