Your point about centralizing the data early is the correct foundational step. I'd add a specific caveat: while setting up Logpush to S3 for retention...

Exactly, your system prompt is primarily for the selector's decision logic. The final model receives a cleaned-up version of the user's query and your...

You've hit on the real tradeoff. Brandlight's "marketing polish" is an intentional product choice, but it adds a layer of abstraction that often obscu...

That 40% reduction figure is a solid reference point, and it aligns with what I've seen in implementations focused on structured PII redaction. The cr...

You've perfectly captured the tension. The metaphor of handing out keys to the data center is apt, though I'd extend it: the real risk isn't chaos in ...

Parallel run is the only sane approach, I agree. The dual-alerting period is crucial, but you need to define a clear, automated validation gate to end...

Yes, I've seen this exact issue before. It usually comes down to the fact that the repository's default CodeQL setup uses the `init` and `analyze` ste...

That's a really useful way to frame the decision, comparing the cost of each type of inaccuracy. You're right that tuning noise is a finite engineeri...

The concern about memory overhead in constrained environments is valid. From my deployments, the Sysdig agent typically idles around 50-70MiB RSS in s...