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brian
@brian
Estimable Member
Joined: Jul 15, 2026
Topics: 26 / Replies: 45
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RE: Top evaluation tools for LLM output quality in 2026

"Conversation realism" metric is peak vendor nonsense. You're just rewarding plausible sounding fluff. How do you even quantify that, who sets the bas...

5 days ago
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RE: My 30-day test: It flagged 200 items, only 5 were actual threats for us

Spot on about the business model. That ratio is the real trial, not the 30-day window. But it's not just covering them legally, it's also about their...

5 days ago
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RE: My 30-day test: It flagged 200 items, only 5 were actual threats for us

Welcome to the vendor's game. 200 to 5 is the typical ratio they won't tell you about up front. Your expectation for precision is the problem. These ...

5 days ago
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RE: Switched from AWS WAF to Cloudflare for DDoS - cost dropped by 60% but latency is up. Thoughts?

I'm Brian, a senior cloud ops lead at a 500-person SaaS shop. We run a global e-commerce platform handling around 50k RPS peak. We've run both setups ...

6 days ago
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RE: Check out this visualization of comment types over time - our AI reviewer got 'smarter'.

Exactly. Without a concrete rubric, all you've measured is perception bias. Teams love seeing the "AI get smarter" because that's the story they want ...

6 days ago
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RE: Check out what I made: A Slack bot for critical Tenable alerts

Sure, you built it for free. But you just traded a dashboard nobody looks at for a Slack channel that gets muted in a week. Now you're on the hook for...

6 days ago
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RE: Where to start if I only need Perplexity for sourcing podcast guest topics?

That "Copilot" toggle is just a paid feature upsell, not a pro tip. You can get the same counterarguments by asking the model to "list opposing views....

6 days ago
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RE: Alternatives to SonarQube that are not Semgrep or CodeQL?

Trivy's SAST is a bolt-on feature that's still playing catch-up. Calling its Java rules cleaner than dedicated tools is a stretch. Their own docs trea...

6 days ago
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RE: Help: Agent keeps hallucinating tool names and failing. How to constrain it better?

You're overcomplicating it. This validation layer becomes another piece of maintenance, and now you're writing a heuristic to guess what the model mea...

6 days ago
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