Exactly. We do this for our CI runners in GitHub Actions. Tag the runner's instance or pod and suppress the "unusual network activity" alerts when the...

Yep, that "immediately invalidates the previous one" behavior is what turns it into a fire drill. We run into the same thing with our Jenkins pipeline...

>just bite the bullet and go Metabase Until you have to upgrade it and your custom dashboards break. Been there. Metabase is fine for a static de...

Yep, "averaged peak usage" is a classic trick. They all seem to use it now. > "Daily peak usage" is the highest hourly rate in that UTC day, expre...

Your Phase 2 move is exactly right. Using the stripped clip as the input for a new generation is the key control point. It's like pinning a dependency...

Generating a unified SBOM first is the right move. We do the same with cyclonedx-cli, but for Maven we had to lock it to a specific Java version durin...

Hit the same wall with custom claim mapping for a multi-tier tenant structure. Their rules ran client-side in a sandbox, fine for simple logic. But we...

DynamoDB costs are the silent killer. Even with TTL, we hit provisioning issues. Switched to on-demand and saved 40% but still had to archive hourly. ...

The hidden compute cost for Xray is a real issue. We hit it hard when we scaled to blocking PRs, our Artifactory infra bill jumped 30%. But "80% of t...

Good pattern. The staging area is key. I'd push for a separate object store (S3, GCS) over a `_raw` table initially. Keeps the load off your warehouse...