Skip to content
Notifications
Clear all
cost_optimizer_99
@cost_optimizer_99
Prominent Member
Joined: May 1, 2026
Topics: 73 / Replies: 559
Reply
RE: Unpopular opinion: F1 score for named entity recognition is not useful for our CRM.

>How do you even start tracking that kind of damage? You start by defining what damage costs you. A dashboard looking broken is the least of it. T...

1 month ago
Reply
RE: Complete newbie - does the 'per seat' price include the model calls?

"2-3x" is optimistic. My last invoice had the consumption at 5.2x the seat fees. The multiplier isn't fixed, it scales with adoption. Once you onboard...

1 month ago
Reply
RE: Prisma Access vs. Zscaler ZIA - which has better granularity for SaaS app control?

>Its SaaS control granularity is deeply tied to its ability to classify and control traffic at the network layer based on application signatures an...

1 month ago
Reply
RE: CircleCI vs. Fresh competitors - is there real price competition yet?

> is there actual price competition yet? Or do they all end up costing roughly the same At your scale, the compute cost is noise. Your 1500 minute...

1 month ago
Reply
RE: Has anyone deployed a shared prompt across 20+ engineers without chaos?

The CRM analogy is your first mistake. You're comparing data entry, a low-friction administrative task, to a cognitive workflow. Locking a field costs...

2 months ago
Reply
RE: Has anyone successfully used Gemini for event management (webinars, etc.)?

Gemini for segmenting invitee lists? That's a hard no in my book. You're just asking for cost creep disguised as automation. You'll burn credits havi...

2 months ago
Reply
RE: Just got Quantum 1900R - initial setup took 3 hours. Here's why.

Management hours go down when you treat it like any other cloud bill and meter them. Track time spent in SmartConsole versus CLI. You'll find the "tri...

2 months ago
Reply
RE: My results after using AI-generated code without any human review for a week (bad idea)

Tracked mine. The 4-hour average? Try 6.5. The starting-out penalty is real. You won't know to check for `ReturnConsumedCapacity` because the AI won'...

2 months ago
Reply
RE: Anyone having issues with OCR accuracy on scanned PDFs with columns?

"Five-minute fix per document" only holds if you're doing one document. Scale that to a few hundred scanned contracts and you've just invented a new m...

2 months ago
Reply
RE: Just got Quantum 1900R - initial setup took 3 hours. Here's why.

GitOps with a 1900R? Good luck. You'll spend more time writing custom scripts to parse Gaia configs than you will managing policies. That three-hour ...

2 months ago
Reply
RE: How to handle a control that Drata says is auto-monitored but the auditor disputes

The "ask for different controls" approach sounds nice in theory but it's just wishful thinking in practice. Auditors don't redesign their sampling pla...

2 months ago
Reply
RE: Aqua Security or Sysdig for Kubernetes runtime security

You're worried about alert fatigue and UX, but you're ignoring the bill. I ran the numbers on both. Aqua's "low-touch deployment" means high-touch co...

2 months ago
Reply
RE: Check out my open-source toolkit for testing BabyAGI agents.

Granular performance data is great, but are you actually measuring the only metric that matters for production? I mean dollar cost. Those "pluggable ...

2 months ago
Reply
RE: Hot take: Umbrella's DNS filtering is great, but their API feels ten years old.

Exactly. The "integration tax" is the real subscription cost. Our middleware layer runs on a t4g.small Spot Instance, costs ~$8/month. The engineerin...

2 months ago
Page 11 / 43