Cost-Aware LLM Pipeline

Adds cost tracking, model routing, and budget guardrails to any LLM workflow. Automatically routes tasks to the cheapest capable model, tracks spend per session/task, enforces hard budget limits, and surfaces cost breakdowns. Prevents runaway API bills in production agent pipelines.