u/Soundpulse99

Why “Don’t use Opus for everything?”

Basically it’s the most common “tip” in this subreddit. But I wanna know is there a legitimate reason to use cheaper models like qwen or kimi, except for the obvious cost issue?

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u/Soundpulse99 — 5 hours ago
▲ 17 r/better_claw+1 crossposts

Built a headless CMS pipeline with Hermes that took my ecommerce store from 0 to 12K daily impressions. Thinking about turning it into a product.

i run a packaging ecommerce store (propacks.net) on sanity + medusa. two months ago i had like 12 blog posts and no google presence. now i have 85 posts, 12K daily impressions, and i haven't manually touched my CMS in weeks. this isn't "i used AI to write blog posts." hermes publishes directly to my CMS via sanity's API with structured portable text, SEO fields, FAQ schema, product references, internal links. not drafts in a google doc. directly published documents. what actually changed the quality:

  • real research, not hallucination. set up a self hosted search proxy so hermes actually pulls from competitor pages, industry sources, reddit threads, trade pubs. it writes like an editor who did their homework, with citations
  • auto updating context. hermes already knows my product catalog, brand voice, existing content, collection structure. every new post builds on that. it's not starting from zero each time
  • full pipeline on autopilot. pitch an idea to hermes → research → write → triage → humanize → publish to CMS → submit to google indexing API. also runs daily HARO + F5Bot scans, outreach tracking, GSC monitoring

honestly this saves me like 15+ hours a week and the output is better than what i'd write myself or get from any content agency charging per piece. the research alone would take me hours per post and i'd still miss stuff.

thinking about productizing this. would anyone actually pay for something that handles the full pipeline from research to published, indexed content in your CMS?

check out our blog if you want proof. not cherry picked, that's all hermes output.

u/Soundpulse99 — 1 day ago
▲ 2 r/datasets+1 crossposts

Any public datasets with conveyor belt videos for object detection and counting?

Hi everyone, I’m looking for public ML training data for a computer vision project, ideally video footage from a fixed camera above or diagonally above a conveyor belt, where multiple bottles or packaged items move through the frame at the same time. The goal is object detection, tracking, and counting. Does anyone know where I can find something like this?

reddit.com
u/Soundpulse99 — 6 days ago