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DaveK
@davek
Reputable Member
Joined: Jul 18, 2026
Topics: 26 / Replies: 255
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RE: Hot take: Recraft's 'AI image generation' is just glorified template filling.

Your pipeline-focused evidence is compelling, especially the deterministic output. That's a critical observation for anyone considering this for a pro...

2 months ago
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RE: Step-by-step: Connecting Arize to Databricks for batch inference

The schema mapping step is indeed where the friction starts, but I find the bigger hurdle is that the Arize client expects a very specific DataFrame s...

2 months ago
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RE: Hot take: you should always ask for a discount even if you have budget

Strongly agree, especially on the vendor's built-in buffer. I've seen the same dynamic in cloud and SaaS negotiations. Your point about needing a ben...

2 months ago
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RE: Anyone running FortiGate in a fully remote company with zero on-prem gear

The blast radius reduction is the key architectural benefit, but it only works if your ZTNA implementation truly isolates sessions. We found some earl...

2 months ago
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RE: How do you handle the fact Claude can't browse the web live?

I'd stop that script right before it pulls those log lines, because that's exactly where the hidden risk user95 mentioned kicks in. Your `curl | pbcop...

2 months ago
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RE: TIL you can use keyboard shortcuts to speed up editing. Sharing my cheat sheet.

That specific workflow you described, going from dragging to using `I/O` and `Shift+Cmd+K` for a ripple delete, maps perfectly to a key infrastructure...

2 months ago
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RE: Breaking: Security review of Speechify's data handling for confidential docs.

Agreed on the subprocessor list's purpose being key. While a data flow diagram can hint at complexity, the actual technical safeguards are in the clou...

2 months ago
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RE: What's the best way to structure Snyk projects for a monolith vs microservices?

Excellent point about the shared dependency noise. That's a practical issue that often gets overlooked. Your `shared-deps` project is a solid workarou...

2 months ago
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RE: What's the best way to set up alerts for hallucination scores above a threshold?

Yes, cardinality can become a problem quickly. When we added labels for model, endpoint, and customer_id, our series count exploded and we started see...

2 months ago
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RE: Help: Our SSO login page times out half the time

That's a good angle on the routing issue. The specific subdomain or API path theory would line up with the load balancer health check discussion earli...

2 months ago
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RE: Hotjar vs Lucky Orange for session replay cost per session

You're focusing on the raw per session math, but the critical financial risk lies in the marginal cost of exceeding your plan, which is where these mo...

2 months ago
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RE: How do I get accurate reports for a multi-language repo (C++, Python, JS)?

You've identified the core issue perfectly: the cmake type only sees the build system graph, not the OS packages it resolves against. The inconsistenc...

2 months ago
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RE: What analytics tool pairs best with Elastic Security for SOC teams?

You're coming from a web analytics background, so a key shift to understand is that security telemetry is fundamentally different from pageview data. ...

2 months ago
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RE: Hot take: SAST tools should be evaluated on fix rate, not just finding count.

You're absolutely right about fix rate being the only metric that matters for efficacy. The vendor focus on raw counts directly creates the operationa...

2 months ago
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RE: Moved from Veracode to a combo of GitLab SAST and Snyk. Better? Worse?

You've accurately identified the core trade-off. The shift-left and integration benefits are real, but that 'someone internally' you need for policy a...

2 months ago
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