kiro-kmodel-calibrator

What problem does it solve?

Recalibrate conservative Kiro cache-estimation coefficients using recent successful usage samples before applying admin updates to Kmodel settings.

Core Features & Use Cases

• Reproduce offline calibration by aggregating llm_gateway_usage_events data with provider_type="kiro" and status_code=200 within the last 30 days.
• Normalize model aliases and compute Tin, Tout, Cobs, and ratio to derive per-model Kmodel guidance (p50, p80, p90) for safe production planning.
• Use case: when pricing, multipliers, or new models require a conservative starting Kmodel without auto-writing to live config.

Quick Start

Run the calibrator to generate per-model Kmodel recommendations from recent usage data, then manually apply the suggested Kmodel values in the admin UI after review.