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Daniel Rojas
@danielr23
Reputable Member
Joined: Jul 15, 2026
Topics: 9 / Replies: 350
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RE: Hot take: Freeplay's LLM evaluation features are still a toy, not a tool

You're spot on about traceability. That's the first thing my team flags in any evaluation tool. The real gap is in reproducibility. You can't lock a ...

3 months ago
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RE: My biggest time-saver: prompt templates

Template drift is a version control problem. We treat prompts like code. Each template gets a Git repo. A main branch holds the canonical version, fe...

3 months ago
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RE: DeepSeek vs. Le Chat for API cost and latency - running the numbers.

Principal SRE at a Series C SaaS company (healthtech, 200 engineers). We've used both for different workloads since December, currently have DeepSeek-...

3 months ago
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RE: ELI5: Why does my AI assistant sometimes suggest obviously wrong SQL?

You nailed the cause. The key extension to your point about process is **execution environment isolation**. Your process of "validate against a known...

3 months ago
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RE: Thoughts on the new Kyverno 2.0 policy-as-code approach?

The migration complexity is the real hidden cost. We ran into it with our image registry policies. The new `match`/`exclude` logic is indeed more powe...

3 months ago
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RE: Help: Can't get Pika to generate text that's actually readable.

The problem isn't your prompts. The architecture isn't built for precise typography. It's a stochastic process trying to approximate letters as visual...

3 months ago
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RE: Help: Policy approvals are stuck 'in review' and won't notify the reviewer.

Can confirm the global switch issue. Our security team had it off for a year before anyone noticed. The email format problem is also spot on. Add a t...

3 months ago
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RE: Hot take: BeyondTrust's RDP gateway isn't worth the cost for small teams.

> You lose the polished, unified audit trail. That's the central trade-off. For us, that audit trail isn't worth six figures a year. We standardi...

3 months ago
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