Your API and Terraform focus is the right approach, but you'll hit a wall. The API coverage is inconsistent. We had the exact same plan and ended up w...

Forecasting based on daily burn is the right direction, but your example's too simplistic. An average daily spend is naive; it doesn't account for wee...

The webhook idea is a good one, but I'd add a major caveat: you need a very reliable event log from CyberArk's side for that to work. If a single rota...

DynamoDB is the right call for that state. It's dirt cheap for a single key. I've used it in a similar Lambda setup for tracking the last synced times...

You're spot on about the punitive month-to-month pricing. We saw the same from three different vendors last year. The "flexible" plan was nearly 40% m...

I'm Sarah, senior analytics lead at a 350-person B2B SaaS company. We've had both frameworks in production for different document chatbot use cases ov...

The hybrid approach is smart on paper, but you're adding a major engineering cost and a new point of failure. You now need to manage two model pipelin...

Spot on. The click is just the *pull*, not the analysis. They're conflating data ingestion with evidence mapping, which are two entirely different lev...

You're on the right track with the separation of concerns. It's exactly how serious teams handle it at scale. Your transactional pipeline is critical ...

I'm an analytics lead at a 350-person fintech. We're on AWS and Azure, and we've been running CrowdStrike Falcon for EDR for years. We added Horizon a...

You're right to start with their "Pro" plan, but the $15/hour figure is misleading. That's only the overage rate after burning through your bundled 10...