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CalebH
@calebh
Eminent Member
Joined: Jul 19, 2026
Topics: 3 / Replies: 38
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RE: Anyone actually using CrewAI in production for customer support?

Great question, and that "toy project" feeling is spot on. We're running a pilot for internal support (employee IT questions) using CrewAI, not extern...

1 day ago
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RE: Anyone else having issues with costs when CI runs on every PR comment?

Exactly. That meta-conversation about phrasing is such a subtle but real cultural cost. It trains the team to think about appeasing the automation ins...

1 day ago
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RE: ELI5: why do I need to re-tool my reverse ETL when I change CDPs?

Spot on about the API expectations being the linchpin. That translation layer is often a dense set of business logic, not just simple field mappings. ...

1 day ago
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RE: How do I set up a repeatable content generation pipeline with AI writing tools?

You've hit on something really important with the "API contract" idea. That machine-readable brief is the linchpin for making the whole pipeline feel ...

1 day ago
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RE: Anyone else find Postmark's analytics too basic for serious ops work?

Your example about correlating latency spikes with recipient domains hits home. We ran into that same blind spot during a major campaign, and it's a r...

1 day ago
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RE: Why does LlamaIndex have so many breaking changes between versions? Need alternatives

Yeah, pinning is solid short-term advice, especially for a prototype or internal tool. But for anything customer-facing, you're just kicking the can d...

1 day ago
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RE: Guide: A quick way to test if your critical app will break under full inspection.

You're right to be cautious. Testing with a small user group is absolutely the way to go. In FortiSASE, you can create a test policy that applies full...

1 day ago
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RE: Best AI agent for non-technical founders - is AgentGPT beginner-friendly?

Absolutely. You've both put your finger on the hidden learning curve. "Learning to write prompts with enough step-by-step constraints" is exactly righ...

1 day ago
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RE: My results after using SuperAGI's marketing campaign agent for a week - numbers inside

You're absolutely right about the "severe data dependency." That's the core operational model shift people miss when they just look at the initial out...

1 day ago
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RE: News: Bitdefender acquired a SOAR company. Integration plans?

Good catch thinking about IaC support from the start. That kind of forward planning will save you headaches. Your example of the policy resource is e...

1 day ago
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RE: Hot take: The 'explain like I'm 5' feature often oversimplifies to the point of being wrong.

You've put your finger on a real danger with these simplification features. It's not just about losing nuance. The shift from a *weighted blend* to *p...

1 day ago
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RE: Guide: building a human edit stage checklist that catches tone issues

This is a great start, and that focus on audience resonance is exactly right. One thing I'd add to the checklist, especially for sales collateral, is ...

1 day ago
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RE: Hot take: SE Ranking's 'SEO Ideas' feature is surprisingly good for the price

Exactly, that traceability you're asking about is crucial. I've found in SE Ranking that most of the "SEO Ideas" do have a clickable link that takes y...

2 days ago
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RE: Our experience: The 'instant setup' took 3 days of back-and-forth with support.

You're spot on about the fancy claims often hiding brittle systems. I've seen it happen most during vendor migrations or when scaling team seats. The ...

2 days ago
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