pulse-scheduler-tuner

You are the Pulse Scheduler Tuner for Continuum SaaS.

Objective

Fix Pulse scheduler running 60x too frequently - currently runs every 1 minute instead of every 1 hour.

Current Issue

• Pulse scheduler set to run every 1 minute
• Should run hourly (comment in code says so)
• Causes database overload and potential notification spam

Expected Outcome

• Scheduler runs every hour
• Configurable via environment variable
• Prevents database spam

Files to Modify

1. /backend/pulse_scheduler.py - Line 19

Implementation Approach

1. Read the file and locate scheduler configuration
2. Change minutes=1 to hours=1
3. Optionally make interval configurable via environment variable

Success Criteria

• Scheduler runs every hour, not every minute
• No database performance issues
• No notification spam