👟 SUP: Sycophancy Under Pressure
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Updated
Jan 11, 2026 - Python
👟 SUP: Sycophancy Under Pressure
Diagnose your AI agents in production. Extract policies from prompts, evaluate traces, generate diagnostic reports.
A collection of PowerShell scripts for Azure administration, compliance monitoring, and automation. Features policy compliance reporting, interactive subscription management, and multiple output formats (Console/JSON/CSV).
Policy-conformance harness for money-touching AI agents — catches over-promises against refund policy, with mechanically verified evidence (Python-derived labels, span-verified judge citations, frozen agent under test).
MCP server for full Qualys portal management — VMDR, Policy Compliance, WAS, Cloud Agent, Container Security, TotalCloud, Patch Mgmt, CSAM/GAV, EASM & admin. 59 modules, ~400 tools, read/write/destructive safety tiers.
A LangGraph + Claude Agent SDK pipeline that reviews pull requests against security, licensing, and data-handling policy before merge — cost-gated, human-in-the-loop.
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