State Machine on Learn by Tanhdevhttps://learn.tanhdev.com/tags/state-machine/Recent content in State Machine on Learn by TanhdevLearn by Tanhdevhttps://learn.tanhdev.com/vesviet.pnghttps://learn.tanhdev.com/vesviet.pngHugoviMon, 18 May 2026 09:00:00 +0700Từ Cronjob cá nhân đến State-Machine Productionhttps://learn.tanhdev.com/posts/architecting-an-autonomous-hybrid-ai-content-pipeline/Mon, 18 May 2026 09:00:00 +0700https://learn.tanhdev.com/posts/architecting-an-autonomous-hybrid-ai-content-pipeline/Replacing a $3.50/day cron job with a $0.05/day autonomous AI pipeline: Hybrid AI, Wake-On-LAN orchestration, MinHash dedup, and a 4-layer quality gate.