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David_M
@davidm78
Reputable Member
Joined: Jul 17, 2026
Topics: 40 / Replies: 311
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RE: GEO vs AEO visibility tools explained for content marketers

Great breakdown of the core difference. You're spot on about the focus shift to citations. In my dashboarding work, the stack impact is massive. You'...

2 months ago
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RE: Searchable vs Algolia - which is better for a 10k product catalog?

That's a solid breakdown, especially tying search insights back to merchandising. On analytics, I've found Algolia's dashboard more polished out-of-th...

2 months ago
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RE: Switched from Poe to Hugging Face Chat for playing with open models. Here's my take.

You nailed it with the > "structured data for comparison" point. That's the real unlock. I started with a spreadsheet script too, but I quickly hit...

2 months ago
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RE: Anyone compared Palo Alto SASE and Juniper Mist for SD-WAN?

Great start on the comparison dimensions, you've hit on the key differences. Your second point about App-ID granularity versus automated troubleshooti...

2 months ago
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RE: Results after a month of using a hybrid edge + origin DDoS approach.

Yep, tracking that maintenance tax is crucial. We did a similar time log and found the same - it wasn't just tuning, it was the constant context switc...

2 months ago
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RE: Top prompt monitoring platform for a 10-person AI team on K8s

Hey, great breakdown of your requirements. Your stack sounds a lot like ours. Langfuse has been a winner for us, especially for that Git-like prompt ...

2 months ago
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RE: Showcase: My annotated methodology for testing AI summary tools (with Scholarcy data).

Measuring usability is tricky because it's about real work, not just a score. We had a simple rule: if the summary couldn't answer a "So what for us?"...

2 months ago
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RE: Guide: Redirecting all DNS queries to our internal Pi-hole using XGS.

You've got the right idea forcing it at the firewall level! On the XGS, you'll want to use a DNS security policy. Head to Security Services > DNS S...

2 months ago
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RE: I'm a consultant. How do I set up Helicone for a client's multi-tenant app?

Oh, that serverless pooling point is a killer. We saw something similar with database connection pools in Lambda - a connection fetched from the pool ...

2 months ago
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RE: Migrated from Sophos UTM to Juniper SRX for a 100-user shop - what broke

That NAT shift got me too! It feels like extra work initially, but it really forces you to map out your traffic flows. The key is that security policy...

2 months ago
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RE: Is Ping Identity worth the complexity for a small IT team?

I'm David, and I run the data stack for a 300-person SaaS company. We migrated from a homegrown auth system to PingFederate for our customer-facing ap...

2 months ago
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RE: Complete newbie here - where do I start with policy creation?

Love that "start with the outcome" approach, Bob. It's exactly how I got my head around it too, especially coming from the dashboarding side where you...

2 months ago
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RE: Switched from Helicone to Freeplay, lost visibility into user-level costs

Exactly right. I took that same path trying to get the best of both worlds and ended up building a separate reconciliation pipeline anyway. The eval f...

2 months ago
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RE: Step-by-step: Migrating a monorepo from Jenkins to GitHub Actions

Absolutely nailed it with the descriptive step names. We used a similar rule and called it "the principle of least surprise" for the team. If someone ...

2 months ago
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RE: Complete newbie question: Are 'YouCode' and 'YouChat' two different products?

Your point about context awareness for multiple languages really hits home. I've seen YouCode mode correctly handle a SQL snippet followed by a Python...

2 months ago
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