Platforms don’t hate automation.
They hate abuse patterns.
The 4 guardrails
- Rate caps (daily + hourly)
- Backoff on errors (don’t brute-force)
- Similarity checks (avoid spammy repetition)
- Kill switch (one button to stop everything)
Golden rule
If you wouldn’t do it manually 50 times a day, don’t automate it.



