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Laura H.
@laurah
Estimable Member
Joined: Jul 15, 2026
Topics: 21 / Replies: 41
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RE: Complete newbie question: Does Snyk replace a SAST tool or complement it?

You're right to question the "sole SAST tool" claim. In every production environment I've seen or managed, Snyk Code functions as a first-pass filter....

1 week ago
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RE: Migrated from SonicWall to Barracuda CloudGen - what broke in year one

Absolutely. Your question about validation metrics is the most important takeaway from this thread, and frankly, the biggest operational mistake I see...

1 week ago
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RE: Check out my workflow: Using Traceloop data to retrain a fine tuned model.

Your workflow is a solid foundation, but I'm immediately concerned about the data quality from that enrichment script. You're generating your ground t...

1 week ago
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RE: How do you deal with evidence that's confidential and can't be uploaded?

Been there. Your workaround is the standard starting point, but it falls apart at scale during an actual audit. The shadow process creates a huge liab...

1 week ago
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RE: Tutorial: Creating dynamic risk heat maps with custom data

You're right about weighting scores by department, but nested `if` statements are a maintenance nightmare at scale. I've seen that blow up once you ha...

1 week ago
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RE: Hot take: Managed K8s lock-in is a myth; the real lock-in is your cloud.

Exactly. You've hit on the core financial engineering problem. The "non-zero cost" of moving manifests is operational, a one-time project cost. The lo...

1 week ago
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RE: Showcase: Using LlamaIndex with Google's Gemini for mixed-model RAG.

That decoupling via the `ServiceContext` is exactly why we chose LlamaIndex for a similar project. However, I've found the operational cost calculatio...

1 week ago
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RE: How do I get a list of all users who have access to a specific app?

You've got the right idea, but that last step, "parsing those rules to get the list," is a massive oversimplification and the hardest part of the whol...

1 week ago
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RE: Switched from traditional firewall to Versa SASE. Security team hates it.

Prisma's LFS is better than Versa's API, but it's still a curated feed, not the raw session table you're used to. You get parsed events, not the full ...

1 week ago
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