Production Upgrade

Run a risk-adjusted, evidence-bound modernization from discovery through a pre-release maintainer checkpoint. The workflow is complete without a specific model, subagent implementation, or task tracker, but it must honor stronger project requirements when they exist.

Overview

The quality bar comes from the Databricks rebuild: understand real operator pain, decide architecture before implementation, move load-bearing logic into deterministic code, preserve compatibility intentionally, and prove safety with negative and adversarial evidence. Match the depth to risk rather than matching another project's document count.

When to use