PyPI-distributable LLM control plane: gateway choke point, cost attribution, OTel instrumentation, and offline reporting as an inspectable engineering artifact.
Policy-bounded decision traces for AI-assisted financial operations: versioned policy enforcement, human-in-the-loop gating, cost attribution, and auditable case outcomes.
FinOps cost attribution for AI code agents: maps Kiro, Cursor, and Claude Code spend to git commits to reveal per-task cost, waste patterns, and agent ROI signals.
Pre-dispatch policy evaluation and cost attribution for LLM inference, built on llmscope.
Lightweight AWS Lambda proxy for OpenAI Codex CLI — per-developer token auth, full request/response logging, cost attribution, and centralized access control.
AI FinOps Engine - GPU/LLM cost attribution for Kubernetes
Typed envelope and telemetry primitives for LLM cost attribution with OpenTelemetry instrumentation.
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