cartanova-ai

Sonamu TypeScript full-stack framework development guide. Entity, Model, API, testing, and frontend integration. Use when developing with Sonamu framework.

CDD orchestrator. Runs the AC + Unit-based development workflow. Use /cdd or /cdd [target].

Work on the qgrid repository, an LLM subscription-token proxy with OpenAI Codex app-server workers, Anthropic Claude Code fresh-spawn runtime, AI SDK provider compatibility, Sonamu API/web generation, token routing, prompt-cache behavior, request logging, quota thresholds, and dashboard flows. Use when implementing, debugging, reviewing, or planning qgrid code, docs, migrations, provider integrations, CLI/runtime behavior, request logs, or SDK behavior.