Searching protocol for "ai parity"
Ensure agent-native parity in your app.
Ensure agent-native parity
Ensure game logic matches legacy.
Audit and improve AI config
Standardize testing for reliable, scalable code.
Refactor ruthlessly to remove debt and DRY code.
Claude-style workflows for Codex CLI
Design prompt-native agents with dynamic context.
Ensure agents have equal capabilities.
Ensure agents have user-level capabilities.
Polish and harden the /dashboard route.
Keep CLI and VSCode extension analyses in sync.