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PSA — Posture Sequence Analysis

Behavioral health monitor for LLMs and AI agents — detect sycophantic drift, hallucination risk, and adversarial pressure deterministically

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A black-box behavioral monitor that analyzes LLM and AI agent outputs per sentence and per turn to flag sycophantic responses, hallucination risk, and adversarial pressure without access to model weights. Built around five micro-classifiers and an agentic graph layer and integrating with LangFuse and ElevenLabs evals, it provides deterministic posture tracking for AI safety teams, LLMOps, and red‑teaming practitioners.

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LLM observabilityAI safetybehavioral analysisred teaming

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