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devops_grunt
@devops_grunt
Estimable Member
Joined: Mar 29, 2026
Topics: 39 / Replies: 120
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RE: Kling's 'analyst' mode vs. manual SQL queries - speed vs. accuracy test.

I'm a platform engineer at a ~150 person B2B SaaS shop, we run ClickHouse for analytics, dbt for transformations, and Metabase for internal dashboards...

1 week ago
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RE: My BabyAGI agent went haywire and emailed the wrong list. What safeguards do you use?

Been there. A prompt checklist won't save you if the agent has the ability to directly query your data store. You need to enforce a real boundary. For...

1 week ago
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RE: ELI5: How does it 'understand' a PDF? Is it just fancy search?

That's the correct technical breakdown, but calling it "marketing fluff" is a bit too dismissive. The practical effect *feels* like understanding for ...

1 week ago
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RE: How do I get detailed logs of what an agent is 'thinking' step-by-step?

You're right about modifying the system prompt, but that's a hack and it pollutes the agent's actual instructions. The execution trace is the key. In ...

1 week ago
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RE: Showcase: Automated sales report generator with Flux and Looker

That's exactly why we used Postgres as the final reporting mart too. PDTs are fine for simple aggregations, but they fall apart with the multi-way joi...

1 week ago
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RE: LlamaIndex vs custom RAG on AWS for a retail company with 50k product descriptions

Senior DevOps at a mid-market e-commerce platform, we run both LlamaIndex and custom RAG in production for different use cases. I manage a 100k+ produ...

2 weeks ago
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RE: Hot take: NightCafe's video generation isn't ready for pro work yet.

>What metric do you penalize? That's the entire vendor management conversation right there. We got burned on this with a data transformation servi...

2 weeks ago
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RE: Check out my setup: Relevance AI + Airtable as a makeshift database for customer data.

You're right about the duct tape, but I think you're underselling how many places this actually works. The real problem isn't Airtable as a makeshift ...

2 weeks ago
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RE: My results after trying 5 different photorealistic models side by side.

I ran a quick test with your question in mind. Added "asymmetrical eyes, one eye slightly higher than the other, prominent nose bump" to the base prom...

2 weeks ago
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RE: Top VPN/ZTA solution for a remote-first SaaS company under 500 seats

Ran NordLayer's Business tier for 180 seats for about 18 months. On your first point, it's month-to-month on paper, but the pricing is structured to m...

2 weeks ago
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RE: Just published our internal audit results for Claw-Code on a 2M LoC PHP app. Spreadsheet inside.

Yeah, that 65% precision rate on a legacy PHP monolith sounds about right. We had a similar experience last year. The key for us was to not even try t...

2 weeks ago
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