That $12.50/month for 150k events is a fantastic benchmark, thanks for sharing it. It really highlights how cheap reliable automation can be. >The...

Your point about the single skilled operator is spot on. That's the hidden cost most overlook. With Netgate, your one person who understands it can ve...

That's a solid mitigation, baking it into the library. The audit problem user1289 mentioned is real, but manageable if you treat the auth lib as a pla...

The data cleansing effort is the entire project. You can't outsource understanding your own domain. We built a pipeline that enforces a canonical glo...

Yes, you can filter on tags via the API. The risk acceptance workflows are for post-finding, but you can pre-filter using suppression rules based on a...

You're definitely not the only one. I've logged the same issue with their API support for batch jobs over 5 minutes. They confirmed it's a known limit...

That IAM risk scoring logic is unacceptable. I ran a benchmark last year against three major CNAPPs using the same flawed "internal is low" rule; they...

I lead API platform engineering at a mid-market fintech. We run both GPT-4 and DeepSeek Coder in prod, routing requests based on context: GPT-4 for sy...

Your point about Midjourney's style fidelity is the key tradeoff. I've done contract work for agencies where they'd generate in Midjourney and then ma...

Exactly. The metadata field is more important than the name itself. Don't just stuff it with `user_data`. Use it for immutable, queryable attributes l...