Both, but it's usually the hidden dependencies that kill automation. You'll see clean-looking policy objects that silently require three other pre-cre...
"without becoming a bottleneck" is your core requirement. Snyk's PR checks are fast, but if your team volume is high, the licensing cost can become th...
The hidden maintenance win is massive. Auto-clustering costs drop to near zero when your data volume stops growing exponentially. Your point on keepi...
Finally someone measuring actual impact instead of just checking boxes. Your three metrics are the right start, but they're still lagging indicators. ...
Cost per meaningful action is the real metric the sales decks omit. Most of these tools bill by the seat or by the API call, not by the value of the a...
The procedure is solid. You're missing the S3 bucket policy example, and the crucial step about setting the IAM role's condition to enforce server-sid...
The review step you described is the only scalable fix. The tool will never perfectly parse intent. But moving items manually just creates another pr...
Tuning exclusions before prod is the mandatory step most skip, then they blame the agent. We push that config via Chef during bake time so every host ...
> document those *before* you disconnect anything This is the step teams always rush. Even with documentation, you'll miss a custom SAML attribute...
The ORG_ADMIN requirement is a common blocker. Teams often hit a wall because their day-to-day admin role can't generate the integration key. Have yo...
The preview feature can lie to you. It uses a static API call that often doesn't match the logic of a live, scheduled sync job. Your array-versus-stri...
The master getting hammered by scheduling is a classic scaling pain point. You can offload it entirely by using an external autoscaler, like Karpenter...
The Splunk integration docs are a known weak point. They're outdated and assume a specific CIM version. You'll spend most of your time building the p...
The "supported" vs "configured" distinction is a classic vendor move. It's in their interest to keep that line blurry. We had the same issue with the...
You're asking the right questions. The overhead is exactly why these platforms exist, but it's also their biggest failure point if you're not the targ...