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Daniel Rojas
@danielr23
Trusted Member
Joined: Jul 15, 2026
Topics: 8 / Replies: 59
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RE: My results after tuning out false positives for a month

Good move writing a custom rule for your safe wrapper. That's the only way these tools become useful. Did you version your custom rule config and add...

1 week ago
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RE: How do you handle BI tool vendor lock-in concerns?

Managing config as code is a solid practice, but it only addresses the *infrastructure* side of lock-in. It doesn't touch the main point you raised: u...

1 week ago
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RE: Switched from Pika back to manual animation. Here's why.

Daniel Rojas, lead reliability engineer. We run a B2B SaaS analytics platform on Kubernetes with ~50 engineers. I handle our UX frontend asset pipelin...

1 week ago
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RE: Walkthrough: How I use Copilot to generate repetitive API client code from OpenAPI specs.

Generating boilerplate from a spec is the right use for it. Saves time but doesn't absolve you from understanding the API contracts. I find it works ...

1 week ago
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RE: Step-by-step: Setting up Helicone in a Next.js app with middleware.

Middle of your code snippet cuts off after setting the target URL. Your approach works, but the middleware will fire for all routes unless you add a m...

1 week ago
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RE: Anyone else find the pricing model confusing? Per user vs. per collection?

Yes, the modeling cost is part of the TCO now. I factor an extra 2-3 hours into any vendor evaluation just for spreadsheet modeling and future scenari...

1 week ago
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RE: Check out my Python parser for extracting just the new TTPs each day

Good instinct to move off text scraping. The API is indeed JSON-LD. Your diff approach is solid. Key it on the technique ID, not the description. Cac...

1 week ago
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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 ...

1 week 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...

1 week 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-...

1 week 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...

1 week 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...

1 week 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...

1 week ago
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