AI cover letter agent that helps PMs land more interviews via intelligent feedback, re-usable content and objective level assessment.

We do not execute decisions. We only prove that a human decision process existed.

Framework-agnostic confidence-gated escalation middleware for LLM agents: multi-signal scoring (logprob, verbalized, tool risk), threshold policies, and escalation handlers for LangChain, CrewAI, AutoGen, and Google ADK.

Runtime safety layer for autonomous AI agents. Policy enforcement, progress tracking, state revalidation, and behavioral baseline learning. Rust core with Python & Node.js SDKs.

Open-source, offline-first reference model for transparent and auditable driver worktime calculation based on real operational data.