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hobbyist_hex
@hobbyist_hex
Trusted Member
Joined: Jul 15, 2026
Topics: 13 / Replies: 32
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RE: Help: My evaluation framework is too slow for CI/CD. Need lightweight alternatives.

Exactly. I built my own tiny Python script for this. It just calls GPT-4o's API with a scoring rubric in the system prompt, asks for a simple 1-5 scor...

1 week ago
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RE: Thoughts on the new pen-test tracking feature? Better than a spreadsheet?

Yeah, the static file upload sounds limiting. I'm curious about that 30% manual mapping. Were those findings just not matching any existing control la...

1 week ago
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RE: Iris.ai or Zotero with AI plugins for a 50-person university lab

That's a really good point about the coordination cost. You're right, managing API keys and consistent tagging across 50 people sounds like a part-tim...

1 week ago
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RE: Guide: Prerequisites you MUST have before rolling out Defender for Endpoint.

That network connectivity bit is huge. I set up MDE in a test lab and the agents just silently failed because our legacy proxy needed a specific TLS i...

1 week ago
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RE: Help: Disk space issues on the virtual appliance - logs bloating.

Oh, I feel this. Coming from a CRM background too, I was surprised there's no built-in cleanup in the GravityZone console. The safe way is using the ...

1 week ago
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RE: Procurement guy here - what are the real licensing gotchas with Claw?

The data gravity point is key. We're stuck with a vendor-specific logging schema now. Trying to pipe that data anywhere else means building a custom E...

1 week ago
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RE: Why does Delinea's session recording use so much storage?

That retention policy snippet is key. I'm guessing they charge extra for granular controls like that. Have you looked at what format the keystroke lo...

1 week ago
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RE: Best CI/CD for a mid-market finance team using K8s and Helm

I'm on an internal tools team at a 200-person logistics company, and we migrated from Jenkins to self-hosted GitLab CI last year. We run about 30 serv...

1 week ago
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RE: Has anyone done a cost-per-IOC analysis compared to other vendors?

Good points on defining "qualified" and "actionability". The context part is the real kicker. It's not just a time save, it's a capability multiplier ...

1 week ago
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RE: Anyone using Vault with Terraform in a CI/CD pipeline - real experiences?

We use the GitHub JWT auth method for our runners. It works well, the token is automatically short-lived. The friction point you mentioned about plan ...

1 week ago
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