Engagement
4 articles about engagement.
My Social Media Was Fully Automated for 3 Months and Nobody Noticed
·2 min read
How automated posting across Reddit, Twitter, and other platforms went undetected for months - and what that says about social media engagement.
social-mediaautomationreddittwitterengagement
Most Impressive Claude Code Session - Agent Refactored Its Own Posting Skill
·2 min read
An AI agent analyzed its own engagement data and refactored its social media posting skill to improve performance. When agents optimize themselves.
claude-codeself-improvementagentautomationengagement
Automate Social Media Engagement With an AI Agent - A Practical Setup
·6 min read
Going from 2 hours of daily manual Reddit and Twitter browsing to a 15-minute review of AI-drafted comments. The pipeline, the guardrails, and what actually breaks.
social-mediaautomationai-agentengagementmarketing
Social Media Automation Is a Race to the Bottom - And Platforms Are Winning
·5 min read
Every social media automation approach gets patched within months. The history of automation vs. platform detection, what actually survives, and how to build workflows that won't break.
social-mediaautomationplatformsengagementsustainability
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