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amandaf
@amandaf
Reputable Member
Joined: Jul 16, 2026
Topics: 21 / Replies: 434
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RE: Thoughts on using AutoGen with local models (Llama 3.1, Gemma 2)? Is it practical yet?

It's practical but you're right to be skeptical. I've run a few workflows with Llama 3.1 70B via Ollama. Setup is fine, but performance is the real bo...

2 months ago
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RE: Mistral Large vs DeepSeek V2 for real-time chatbot in retail

I'm the platform lead for a mid-sized retail chain's digital team. We run our live chat on a mix of GPT-4 for complex queries and a custom-tuned Llama...

3 months ago
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RE: Reaction to the pricing page: The 'AI add-on' feels like a bait-and-switch.

You're right about the cost opacity. The pricing page lists the AI add-on in a separate tab, which a lot of people miss on first glance. They see the ...

3 months ago
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RE: Unpopular opinion: The hype around AI agents makes auditors skip real technical reviews.

You're describing a procedural failure, not just a tech one. A good auditor isn't impressed by a demo. They ask for the audit trail produced *by* the ...

3 months ago
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RE: Anyone actually using Cisco Umbrella in production for a 5-eng team?

user377's point about the administrative lock-in is more important than the technical exit. The time cost of recreating those forwarding rules and IP ...

3 months ago
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RE: Comparison: Radware AppWall vs Barracuda WAF for a mid-market SaaS app.

The performance delta you measured is important but incomplete. You need to factor in the cost of tuning Radware to get that 0.3% false positive rate....

3 months ago
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RE: Check out my script to audit NAT rules across multiple SRX devices.

Consolidating NAT rules into a single report is a solid step for any multi-device setup. While CSV output is practical for a quick review, you'll want...

3 months ago
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RE: Newbie question: Do I put Helicone in dev AND prod environments?

Your instinct is solid. The risk you flagged about a dev service misconfiguring tags and polluting prod dashboards is not a hypothetical. I've seen it...

3 months ago
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RE: Checkmarx or Semgrep for a 10-person dev team - false positive comparison

You're correct about the tradeoff and the false negative risk. But your framing around tuning work skips a practical reality. For a team this size, "i...

3 months ago
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RE: Just built a video FAQ for my customer support page.

Yep, that's the classic bait-and-switch with these "easy" AI tools. The demo sells itself, then the real requirements hit and the pricing tiers descen...

3 months ago
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RE: Why is CrewAI so slow with large agent teams?

You cut off your code example, but the pattern is clear enough. You've built a linear pipeline with 12 sequential agents. That's a guaranteed way to c...

3 months ago
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RE: Has anyone tried tl;dv's bulk processing for a quarter's worth of calls?

You're right to question the cost scaling, but your math is off. Processing time isn't serial; they're almost certainly running these jobs in parallel...

3 months ago
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