Paper session checks

Quick reference for paper session checks.

Context

Project: Agentic Quant Platform

Repository: agentic_quant_platform

This note is a compact reference for a local-first quant research and trading platform with FastAPI, Celery, Postgres, Iceberg, DuckDB, MLflow, Redis-backed RAG, strategy factories, agents, bots, streaming, and paper trading.

Checklist

• Broker config
• Data feed state
• Risk limits
• Ledger writer
• Progress subscription
• Shutdown behavior

Commands and inspection

# Start with the project README, then narrow to the subsystem docs.
rg "Paper" .

# For Kubernetes-backed components, inspect the namespace before changing it.
kubectl get pods --all-namespaces

Usage note

Keep this note close to the implementation. If the command, manifest, or API changes, update the reference before writing a narrative post about the change.