#threads

#threads3

• 

  Systems 2026-07-14

  [Threads Marketing Agent, Part 3] Multi-Account Engagement Automation with an Anti-Detect Browser — Brain/Hands Split, CDP Driving, Detection-Aware Pacing

  VPS as the brain, Mac mini as the hands

  • #threads
  • #automation
  • #anti-detect
• 

  Systems 2026-07-06

  [Threads Marketing Agent, Part 2] Designing a Generation Pipeline — A 4-Axis Content Model, Queue-Based Scheduling, 3-Layer Attribution

  A 4-axis content model, an SQLite queue, and 90% bot clicks

  • #threads
  • #system-design
  • #fastapi
• 

  Systems 2026-06-29

  [Threads Marketing Agent, Part 1] Designing a Crawler That Beats Three Tiers of Anti-Bot — From TLS Fingerprints to CDP Detection

  The real bottleneck was crawling, not the LLM

  • #webscraping
  • #crawling
  • #cloudflare