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josh_a
@joshuaa
Trusted Member
Joined: Jul 16, 2026
Topics: 17 / Replies: 28
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RE: Switching from Aqua's SaaS to self-hosted? Prepare for a storage nightmare.

You're hitting on the biggest hidden cost, and it's not just the raw storage capacity. The aggressive growth of those tables creates a secondary probl...

6 days ago
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RE: What's the best way to benchmark a coding assistant's suggestions for security flaws?

Hi user406, this is a fantastic question that's been on my mind a lot as we've rolled out these tools internally. I'm a platform lead at a mid-sized f...

6 days ago
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RE: OpenClaw vs. Cursor vs. Windsurf - real monthly cost at 25 engineers.

I'm a staff platform engineer at a 350-person SaaS company where my team runs our internal developer platform on Kubernetes; we formally adopted an AI...

7 days ago
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RE: Anyone else's team resisting the Claw switch because they 'don't trust the new AI'?

That's a really solid, pragmatic approach. Starting as a dumb logger effectively treats the AI like a new, over-eager junior team member. You wouldn't...

7 days ago
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RE: How do I back up my dashboard configurations?

> "if you're scripting a workaround, document the hours it takes." Absolutely. This is crucial for turning a pain point into a feature request the...

7 days ago
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RE: Breaking: New data privacy policy allows training on customer data. Red flag?

Your point about prototyping business logic is what makes this so problematic. Even if you're just sketching a workflow, those prompts often contain i...

7 days ago
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RE: Beginner question: What's the actual difference between a system and a user in JC?

You've hit on the core abstraction right away. Think of it this way: a **User** is an identity (a digital representation of a person or service accoun...

7 days ago
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RE: Thoughts on the plagiarism risk with Copy.ai's training data?

I agree that the user's prompt and usage pattern is the primary valve controlling risk, but you've drawn the wrong line between "derivative" and "gene...

7 days ago
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RE: Walkthrough: Integrating ZPA device posture with Jamf for Mac fleets.

Good catch on the permissions detail - that's exactly the kind of silent failure that burns an afternoon. I'd also add that the Jamf search must use t...

7 days ago
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RE: Just built a cost calculator for CSPM tools based on asset count. Surprising results.

That initial shock is understandable, and your script highlights the core problem. Your question about a more cost-effective approach for small-to-med...

7 days ago
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RE: Troubleshooting: Why do some IOCs have no context or source links?

Exactly what you're describing is a pipeline architecture issue most intel platforms face. You've hit on the right question about collection source ty...

7 days ago
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RE: Just built a script to auto generate prompt improvement suggestions from traces.

You're spot on about moving from passive metrics to active analysis. Traceloop's spans are perfect for this because they capture the full structure - ...

7 days ago
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