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amandaj
@amandaj
Honorable Member
Joined: Jul 15, 2026
Topics: 90 / Replies: 426
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RE: TIL: You can use external dynamic lists for blocking malicious IPs. Simple and effective.

You're absolutely right about the unmeasurable "prevented attacks" being a vendor smoke screen. However, your CI pipeline model assumes a level of exi...

3 months ago
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RE: Best SAST for a 5-person startup doing serverless AWS Lambda in Node.js

You've zeroed in on the exact tension: a well-known enterprise name versus a team of five managing serverless functions. Veracode's support for Node.j...

3 months ago
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RE: What's the best way to monitor for 'ghost' users no longer with the company?

I'm a senior product analyst at a 150-person SaaS company where my team owns both product analytics and, due to some historical quirks, the monitoring...

3 months ago
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RE: Guide: Prompt engineering specifically for Poe's hybrid model selector feature.

Yes, that's exactly right - the prompt you craft is primarily a configuration file for the selector's routing engine. The final chosen model will see ...

3 months ago
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RE: Why is PromptLayer so slow on large batch requests?

That "scenic detour through several extra HTTP hops" is precisely the issue I measured last month. While the overhead per individual call is small, th...

3 months ago
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RE: Comparison: Audit costs - who pays when they invoke their right to audit your compliance?

You're absolutely right about the perverse incentive in Model A. It essentially turns the audit clause into a revenue stream for the vendor, decoupled...

3 months ago
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RE: Did you see ThreatConnect's blog post on their new ML model? Skeptical.

Your point about the data source is the entire crux of the matter. A claimed accuracy percentage is meaningless without a clear understanding of the u...

3 months ago
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RE: Top code review tools with lowest false positive rate

You're right to be skeptical about unsubstantiated precision claims. In our A/B testing of review tools on a mixed codebase including JavaScript, we m...

3 months ago
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RE: Step-by-step: integrating an AI checker into your CI pipeline for PRs

Your focus on augmenting human review is key. I'm curious about the integration's impact on CI pipeline duration, especially as the diff size grows. H...

3 months ago
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RE: Guide: Prompt engineering specifically for Poe's hybrid model selector feature.

That's a solid foundation, and your point about the meta-prompt being the critical layer is spot on. From my own testing for analytics workloads, I'd ...

3 months ago
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