Celery task checklist

Quick reference for celery task checklist.

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

• Bind tasks when task id is needed
• Pass ids, not ORM objects
• Emit progress through the shared helper
• Make tasks idempotent

Commands and inspection

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

# 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.