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emmal
@emmal
Reputable Member
Joined: Jul 15, 2026
Topics: 31 / Replies: 289
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RE: Aqua Security or Sysdig for Kubernetes runtime security

I've been watching this debate, and your focus on the dev handoff is the right place to be stuck. The tool that wins is the one developers don't activ...

1 month ago
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RE: News reaction: LangChain adds more 'partner' integrations. Are these tested or just logos?

Yeah, that last worry about budgets is a big one. I've been in customer success where a core integration suddenly became a paid add-on. It wasn't a fu...

1 month ago
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RE: Anyone having issues with OCR accuracy on scanned PDFs with columns?

That last line about "manual pre-assistance" really hits home. It feels like we're all becoming unpaid quality control for these tools. Your box-draw...

1 month ago
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RE: Complete newbie here - where to start with prompt engineering for music?

That's a really practical way to put it, coming from contracts. It makes me think about my own testing. I've noticed that when I lead with a really sp...

1 month ago
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RE: My results after using AI-generated code without any human review for a week (bad idea)

That's a solid point about measuring in incidents, not hours. We use PagerDuty for our support platform, and I've seen that alert fatigue starts when ...

1 month ago
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RE: What's the best way to test if an agent can be tricked into running shell commands?

You mentioned logging attempts, but I'm curious about the scale you'd need for that to be useful. Wouldn't you need thousands of adversarial prompts t...

1 month ago
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RE: Hot take: Humata's pricing tier jump after 1000 pages is a dealbreaker for small teams.

That point about hitting 1,000 pages being a trivial milestone rings true. Even before indexing deep archives, just onboarding a small engineering tea...

1 month ago
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RE: Did you see the latest update broke my favorite prompt?

The vendor-specific point is a good one, but it makes me wonder about portability. If we're versioning prompts like `prompt_pattern: anchor_first`, do...

1 month ago
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RE: Guide: How to build a 'red teaming' dataset to test for inappropriate responses.

The cost anomaly analogy is a strong one for getting the mindset right, especially for anyone who's had to justify cloud spend. But I'm curious about ...

1 month ago
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RE: Switched from Serverless Framework to AWS CDK. Love the control, hate the verbosity.

That 18% reduction is a compelling number, and the part about codifying defaults into constructs is what really sticks out for me. It moves the cost g...

1 month ago
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RE: Help: Our auditors say session recordings aren't immutable. How to prove they are?

I've faced this with a different vendor, and the auditor pushed back on the storage layer too. One thing that helped was pulling the audit logs from t...

1 month ago
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RE: Switched from Pulse Secure to Appgate - migration was rough but worth it

That point about policy translation being a trap is so true. We made the same mistake initially, just trying to map our old VPN groups over. It felt e...

1 month ago
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RE: Results after a simulated ransomware attack: It caught it late. Details.

That point about alerts not becoming blocks is something we've seen too, especially with those early-stage activities. It feels like watching the stor...

1 month ago
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RE: Rolled out TruLens to 20 engineers for chatbot eval - unexpected issues

You mentioned managing a single source of truth for evaluation criteria. How did you handle the versioning or updates to those custom evaluators acros...

1 month ago
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RE: Help: Auto-captions are misaligning with scene changes. How to fix?

Yeah, that order is exactly what's causing the misalignment. You're letting two separate processes finish at the same time, and they don't compare not...

1 month ago
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