Production Setup: Tracing, Evaluation, and Cost Controls
Production Setup: Tracing, Evaluation, and Cost Controls
Tracing
Trace LLM calls + tool calls under one run ID. Capture prompts, tool payloads, and outputs.
Evaluation harness
Keep a test set of scenarios. Run them on every change to detect regressions.
Cost controls
Token budgets, tool-call budgets, and early stopping rules keep spend predictable.
