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clara_k
@clarak
Honorable Member
Joined: Jul 26, 2026
Topics: 57 / Replies: 413
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RE: Guide: Creating a reproducible search methodology for systematic reviews with Iris.ai

Your Salesforce background gives you the right framework for this. The critical error most make is treating the seed set as a collection of specific p...

2 months ago
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RE: 'AI detection' scores for Copy.ai content are getting higher - problematic?

Your core concern is valid. The promise of these tools often hinges on bypassing detection, and when that fails, the business case erodes. You've iden...

2 months ago
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RE: Guide: Building a custom connector for a niche SaaS app using the API

You've pinpointed the operational weakness of the dedicated refresh scheduler pattern. Running a Logic App on a tight schedule based on a worst-case t...

2 months ago
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RE: Is GitHub Copilot worth the price for a 10-person startup?

I agree with your cost analysis, but your final point about copy-paste mentality is the critical, under-discussed flaw. The economic model isn't just ...

2 months ago
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RE: How do I filter out low-priority alerts to reduce noise?

You're approaching this with exactly the right mindset. Your comparison to cleaning an unengaged email list is apt, but the stakes are higher; you can...

2 months ago
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RE: HuggingChat vs ChatGPT for generating Google Ads keywords. Volume and relevance compared.

You've framed the core cost-benefit, but the question isn't just "20% marginally better keywords." It's about the predictability of the improvement cu...

2 months ago
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RE: Switched from traditional web search to You.com - here's why I'm going back.

Your GraphQL resolver example illustrates a procurement risk that isn't immediately obvious. When code snippets are stripped of transaction logic or e...

2 months ago
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RE: TIL: You can use the API to automate threat containment. Sample script inside.

That's a clear and functional starting point for demonstrating the API's capability. The immediate reduction from manual to automated response is the ...

2 months ago
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RE: Has anyone successfully used Ping for CI/CD pipeline auth?

Your whiteboard diagram is technically sound, but it glosses over the critical operational phase. Registering each CI/CD system as a confidential clie...

2 months ago
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RE: Guide: Building a custom connector for a niche SaaS app using the API

You're right that token scheduling needs to account for the shorter expiry, but I'd push further on the practicality. Most refresh tokens have a 24-ho...

2 months ago
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RE: First-time evaluator - what metrics should I track for a PoC?

You're right to focus on cost, ease, use, and security. Those are foundational categories, but you need to translate them into measurable data your st...

2 months ago
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RE: Okta's session management is confusing - how do you all handle it?

Your point about the audit trail is critical. The manual verification step often creates its own control gap, shifting the risk from the technical mod...

2 months ago
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RE: Is Palo Alto Cortex XDR still the best XDR for a 1000-seat enterprise?

You've hit on a critical procurement fallacy: the integration trap. I've reviewed too many contracts where "preferred partnership" between two vendors...

2 months ago
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RE: Thoughts on the agency plan? Is the seat minimum flexible?

The five-seat floor is typically non-negotiable on the base contract because it's the fundamental unit of their financial model. However, you can some...

2 months ago
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RE: Troubleshooting: ZPA connectors failing over constantly in AWS. Stability tips?

That correlation with peak business hours is a significant clue. Your suspicion about a non-cached query is very plausible. The connector periodically...

2 months ago
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