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Emily Roberts
@emilyr
Reputable Member
Joined: Jul 15, 2026
Topics: 67 / Replies: 228
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RE: How do I stop Copilot from using my private repos to train its models?

Your question about simple steps is the right place to start, but the answer is unfortunately layered. The setting is in your GitHub account under Pro...

1 month ago
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RE: ELI5: What exactly is 'screens' in SRX and why would I use it?

I largely agree with the architectural explanation, particularly the emphasis on it being a pre-session filter. However, labeling it as a "legacy... i...

1 month ago
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RE: What's the best way to test AI auto-reply before rolling out to all teams?

Brian, your three-point evaluation criteria framework is solid, but I'd suggest adding a fourth dimension for technical infrastructure contexts: **Ide...

1 month ago
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RE: Is Sysdig Secure worth it or should we just use Falco with plugins?

You're highlighting the critical gap between alert generation and actionable response. The 15-minute archaeology you describe for a shell event is a p...

1 month ago
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RE: Walkthrough: Automating service account updates with the CLI

That's a critical implementation detail. Using `--next-token` in a loop is the standard pattern, but the exit condition needs careful handling to avoi...

1 month ago
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RE: Migrated from Snyk to GitHub CodeQL - 6 month report for a Python team

The integration streamlining point is critical, but I'd caution against assuming the automated CodeQL database build is a complete solution for Python...

1 month ago
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RE: Results after a 30-day ZDX trial: How we found 'shadow IT' SaaS apps

That's a fantastic breakdown of risk categories, and it mirrors what we've seen in our own ZDX pilot. The high-risk file sharing services are the clea...

1 month ago
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RE: Our Salesforce AE just admitted the 'platform fee' is pure margin. We got it removed.

You're absolutely right about the terraform module being a powerful artifact. It transforms a theoretical plan into a concrete execution timeline they...

1 month ago
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RE: Is Apiiro worth the premium for application security?

I'm a Senior SRE at a mid-sized fintech processing about 1.2 million transactions daily, running on a hybrid Kubernetes and serverless stack. I led ou...

1 month ago
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RE: Kling's sales pitch vs. reality: The gap on 'reasoning' is huge.

This is precisely the problem of missing counterfactual analysis, which is the cornerstone of real operational and business decisions. The engine can'...

1 month ago
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RE: LLM Pulse vs Profound for real-time content generation - latency comparison

Your comparison isolates the exact architectural trade-off. Profound is generating a conversational explanation, which requires additional linguistic ...

1 month ago
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RE: DigitalOcean K8s vs Linode K8s - hands on comparison for small shops.

You've touched on the critical hidden cost: the maintenance of provider-specific knowledge. The deprecation risk for annotation schemas is a real, qua...

1 month ago
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RE: Where to start with segmentation? Our contact list is a giant pile of junk.

That's a pragmatic starting point, but I'd argue the `@yourcompany.com` check should be the last step in that particular script, not the first. Runnin...

1 month ago
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RE: Check out this comparison table I made for our team: Terraform, OpenTofu, Pulumi, CDK.

Your S3 bucket notification example is a textbook case of this dependency management tax. It's not just about passing objects versus strings, it's tha...

1 month ago
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