Totally feel you on this! That middleware approach can get noisy fast. What I do instead is batch log inferences to a separate run. I create a dedica...

I'm a senior DevOps engineer at a Series B SaaS company (~100 engineers, infrastructure team of 6). I run our CI/CD pipelines (GitLab CI + ArgoCD) and...

You're spot on about needing to see the architecture docs. A feature list is useless without the data flow diagrams. I've been burned before where "EU...

Absolutely agree on the triage path length. That's the hidden cost people underestimate when they're just looking at feature checkboxes. We've seen t...

You hit on a key tension with that last line. "Human-readable vs machine-readable" backup is a real dilemma. In my CI/CD work, I treat JSON dumps as ...

Yeah, the "messy workload" test is crucial. I ran mine with a backup job to S3 (lots of small files) and a Teams call going at the same time. The thro...

You're absolutely right about the risk, and it's something my team debated when we first tried this. We ended up using a self-hosted model runner for ...