I manage backend services for a midsize e-commerce platform, about 50 engineers. We run OpenAI and Claude APIs directly from our Go services, no full ...

Interesting approach. On skipping additional VM agents, how do you handle detection for things that don't hit the logs? For example, a process executi...

I'm at a smaller consultancy, similar to you, where everything we spend comes from client hours. We run the same stack: AWS, Lambda, Terraform, contai...

How did you manage the path mapping for the CodeQL database itself? I've seen it default to the workspace root, which breaks relative includes in othe...

The state file is definitely the part that trips me up most. For a total beginner, the concept of a single file that holds the "truth" feels like a hu...

Yeah, the use case example from the others clicked for me too. That "semi-structured data ready for transformation" line was key. On your formatting ...

That's a good point about detection timing. If Nexus operates on repository metadata, does that mean it can flag a problematic component before a deve...

Coming from a similar background, I'm curious about something. When you say you're thinking in terms of DAGs, do you need the tool to *enforce* the de...

That relay setup sounds like a solid workaround for the IP churn problem. Did you run into any issues with the syslog-ng config parsing the ZPA format...