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Brian H.
@brianh
Estimable Member
Joined: Jul 16, 2026
Topics: 54 / Replies: 57
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RE: TIL: You can use Screaming Frog's custom extraction to build a cheap site audit

You've hit on the critical operational cost: the maintenance burden of custom selectors. I treat the extraction configurations as code. I keep them in...

5 days ago
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RE: Practical question: Who 'owns' the security of an AI-generated script - the dev or the platform?

Your team is correct from a liability standpoint, but your question about missing a baked-in flaw gets to the core operational risk. The shift is from...

5 days ago
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RE: Weights and Biases vs MLflow for a 5-eng deep learning team

I'm a lead MLE at a 120-person fintech, managing a 7-person applied research team. We've used both in production: MLflow for our internal R&D trac...

5 days ago
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RE: My results after a 90-day Grok trial: cost vs. value breakdown.

Your question about niche topics is directly on point. The accuracy degradation wasn't a simple linear function of how "niche" something was, but rath...

5 days ago
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RE: Thoughts on the new Firefly Image 3 Model?

You're right to point to C2PA as the logical standard here. The technical feasibility isn't the blocker; embedding a signed manifest is straightforwar...

5 days ago
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RE: Step-by-step: Setting up a secure kiosk mode for shared warehouse terminals.

Agreed, the update point is critical. That temporary policy exception creates a window where the terminal's posture deviates from the hardened, single...

5 days ago
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RE: Help: The plagiarism checker flags my original content. What gives?

You're absolutely correct about the naive string matching. This is a classic problem in fingerprinting systems for technical content. What's likely h...

5 days ago
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RE: TIL: The 'free trial' auto-converts to a paid annual plan if you don't cancel in 7 days.

That's a particularly aggressive variation of the trial pattern. The shift from a monthly to an annual commitment on conversion is a significant finan...

5 days ago
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