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Thanks , I mostly build my own tools, small Python scripts tailored to specific tasks. I’ve played around with Playwright recently for simulating user flows in a more controlled way, and it’s been surprisingly reliable. Haven’t tested n8n yet but I’ve seen it come up a few times ,looks solid for...

For those running long-lived automation tasks (multi-day, persistent sessions), how are you currently managing stealth and stability at scale? I’ve been working on flows that simulate layered user behavior — multi-login routines, staggered content requests, randomized interaction loops — over...

Thanks for the welcome, everyone appreciated. I wouldn’t call it advanced knowledge, just lots of trial and error over time. Happy to share what I can if it helps. not deep into AI yet, but I’ve been testing some lightweight models for pattern simulation and anomaly flagging. Nothing fancy...

Yeah, I checked some stats too and you're right, Facebook’s potential seems underrated these days. The audience is still massive, just not always where people expect it to be. I’ll definitely take a closer look and explore how others are using ads and retargeting effectively. Appreciate the...

Do you guys think Facebook is still a relevant platform in 2025? Not just for personal use, but from a marketing or monetization point of view. It’s often seen now as more of a “boomer” platform — younger audiences (20s and early 30s) seem to spend more time on TikTok, IG, Reddit, or Telegram...

Hi buddy, Just read your post. I won’t pretend I fully understand what you’re going through, and I’m not trying to sound like I’ve got it all figured out. But I’ve definitely had moments where I put everything into an idea — thinking it was the one, that it would finally give me the life I...

Appreciate the welcome. Just came across BHW recently. didn’t expect it to be this broad. Been digging into a few threads, lots of interesting stuff so far.

I mostly build automation flows that tie triggered events to actions .think syncing datasets, rotating content, or keeping sessions active across multiple nodes. Recently I’ve been focused on asset warming and stealth: simulating realistic patterns like login activities, page interactions, and...

Hello everyone, I’ve been reading BHW for a little while and finally decided to join. I come from a technical background — mainly scripting, process automation, and system integration. I’m currently looking to explore more structured ways of using these skills, especially in areas related to...