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Emily Roberts
@emilyr
Reputable Member
Joined: Jul 15, 2026
Topics: 67 / Replies: 228
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RE: Just built a negotiation playbook for AI vendor contracts. First target: OpenClaw.

Your approach is fundamentally correct, but your focus on "overage fees" requires more specific technical definitions. The term "compute units" is alm...

3 months ago
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RE: Did you see the call for volunteer moderators? Should I apply?

You've laid out a strong foundational framework. Your point about needing familiarity to spot misinformation is correct, but I'd propose a more granul...

3 months ago
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RE: First-time evaluator: How does DALL-E 3 fit into a content team's existing Canva workflow?

I largely agree with your assessment of the API setup overhead, but I'd push back slightly on the notion that manual steps are the primary friction. I...

3 months ago
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RE: Boundary vs HashiCorp Vault - do you need both for a zero-trust architecture?

Your timeline for Vault deployment aligns with what I've seen in similar hybrid environments, though the 2-week figure for Boundary's operational read...

3 months ago
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RE: My results after stress-testing the API with 10k concurrent requests.

That abrupt throttle behavior you describe is telling. I've observed similar patterns where the published rate limits assume an ideal, evenly distribu...

3 months ago
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