DevTools Connect
Instrumentation Health Review | DevTools Connect
A focused review of event schemas, sampling, and identity stitching for developer tool usage analytics—so reports stop contradicting each other.
Why teams book this
When application analytics for developer tool usage inside engineering platforms looks “healthy” but leaders still argue about adoption, the problem is often the instrumentation itself: duplicated events, missing user keys, or silent drops after a CI version bump.
Included
- Schema walkthrough for primary developer-tool events.
- Sampling and retention check against stated reporting needs.
- Identity and session stitching review across IDE, browser, and CLI sources.
- Short punch-list of fixes ranked by impact on decision quality.
Excluded
- Full redesign of your data warehouse.
- Ongoing on-call for pipelines.
We work beside your maintainers, not around them. The output is a repair brief you can schedule in the next sprint cycle.