Cross-platform social scheduler architecture

I've been working on social media scheduler for a while and wanted to share what I learned.

The problem

Schedule and auto-publish posts across Twitter, Reddit, and other platforms from a single dashboard. Grow your audience on autopilot with queue management, optimal timing, and content recycling.

What I built

Here are the main features I ended up shipping:

• Multi-platform posting (Twitter, Reddit, LinkedIn)
• Visual content calendar and queue management
• Optimal posting time suggestions based on engagement
• Content recycling and evergreen post rotation
• Analytics dashboard with engagement tracking

Code sample

# Basic structure
class Bot:
    def __init__(self, config):
        self.config = config

    def run(self):
        while True:
            self.scan()
            self.execute()

If you want the full working version with all the battle-tested edge cases
handled, I packaged it here: Social Media Scheduler

Happy to answer questions about the architecture in the comments.