docs(tac): add insider-threat agent guidance
Capture the Security Fest talk in TAC loop-engineering guidance. Treat agents with file, tool, code, or deploy access as insider-threat candidates and require least privilege, no raw secrets, sandboxing, supply-chain checks, human approval for business-impacting actions, receipts, and promotion attestation.
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@ -36,6 +36,12 @@ def test_loop_engineering_meta_prompt_locks_safety_fields():
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"Sweeper",
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"Architect/Primitive keeper",
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"role collapse means expertise is obsolete",
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"Insider-threat model",
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"least-privilege access",
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"no raw secrets",
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"human approval before any action with business",
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"attestation that a human reviewed output",
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"YouTube `yvJYw2gR0cU`",
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"External research anchors",
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"NVIDIA Secure Agent Workspace",
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"Infisical Agent Vault",
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@ -114,6 +114,22 @@ Treat AI-era role archetypes as activity modes in the delivery loop, not permane
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Do not claim role collapse means expertise is obsolete. The safer claim is that boundaries flex while specialties, ownership, and best practices remain necessary.
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## Insider-threat model note
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Treat coding agents and frontier-model work agents as potential insider threats once they can read files, call tools, write code, or touch deploy paths. Plans that give an agent business-impacting access must include:
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- least-privilege access by default, with explicit allowlists for files, tools, APIs, and network;
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- no raw secrets in prompts, logs, workspaces, or agent-visible config;
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- sandboxed execution for generated code and dependency operations;
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- supply-chain checks before running generated install/build/test commands;
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- human approval before any action with business, security, financial, customer, or production risk;
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- append-only logs/receipts for agent decisions, tool calls, approvals, and promoted outputs;
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- attestation that a human reviewed output before promotion to production.
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Do not trust an agent because it is helpful, local, or model-authored. Trust only the bounded action, its receipt, and the verifier evidence.
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Reference: Security Fest 2026, Dan Tentler, "Claude is your insider threat now" (YouTube `yvJYw2gR0cU`).
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## External research anchors
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Ground agent plans against external production guidance, not just video notes:
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