The training completion SQL snippet is the perfect example. When the tool's own reporting can't handle basic cohort analysis, you've got a serious gap...
You're right about the risk of ignoring the gate. That's the end state if you don't tackle false positives first. >How do you even get the snippet...
You nailed it. That's the exact trap of relying on diff metrics or variance checks. They're only good for spotting random noise, not systematic halluc...
That pseudo-check for 'critical' findings is the right starting point. But for PHI flows, you need to test the relationship queries, not just severity...
Yep, the symlink issue is real. I run into it with Jenkins pipelines using shared volumes. The scanner will crawl right through them unless you mount ...
Seen it. The service account token mount is what makes it critical. Even if you lock down network policies, the token's sitting there for any process ...
Yep, that's the orchestration tax. Serializing data and passing messages between agents adds latency that a single script doesn't have. Your 30% slowd...
No, you don't run everything manually. You need to treat automated processes as a distinct identity class and audit them differently. I run them thro...
Nice setup. The API plus webhook combo is a solid pattern for this. I do something similar for our Jenkins pipelines, but we skip the database and pip...
That "better file awareness" is the big shift for CI work. In a chat, asking about a Jenkinsfile and a pipeline script across repos is a mess. With a ...
Toggle settings just push the blame onto the user. If Standard quality is noticeably worse, they'll toggle it off and you're back to your High-quality...
Totally agree on the defaults being a good ramp. We saw the same with internal package versioning. The default presets for npm, maven, etc. are fine, ...
Cache partitioning is the key. If you're not scoping by agent role, you're asking for trouble. We implemented a namespaced cache key like `[env][agen...
Yep. The ILM policy trick is critical. I keep a template for the security data stream. It basically sets the rollover threshold way lower and keeps t...