Python Telegram Scheduler Ops
Workflow
- •Validate scheduler model. Clarify job source, interval or cron rules, and timezone handling.
- •Protect bot interaction layer. Validate chat targets, command permissions, and token loading via environment.
- •Make job execution reliable. Wrap job tasks with retry backoff and exception isolation to avoid scheduler death.
- •Control duplicates and drift. Use persistent state or markers to prevent duplicate sends after restart.
- •Verify operational visibility. Add structured logs for job start, skip, success, and failure counts.
Output Contract
Always provide:
- •Job timing model and timezone assumptions.
- •Retry and deduplication strategy.
- •Failure handling behavior.
- •Run command and smoke-test result.