A Sentry alternative for prioritizing product impact
Sentry diagnoses crashes. AnalyticsCLI ranks them by product impact—onboarding, paywalls, retention, and GitHub work.
Product data preview
Signals to agent context
Funnels, instrumentation, and evidence your coding agent can act on.
AnalyticsCLI does not replace Sentry crash diagnostics, but it helps the Growth Engineer prioritize reliability work by product impact.
Who this is for
Start here if the problem below sounds familiar. You do not need every connector on day one—just enough signal for the Growth Engineer to propose work you can review.
- Teams ranking crashes by journey impact
- Mobile apps where reliability blocks onboarding or purchases
- Founders including crash context in growth prioritization
How it works
The loop is the same across guides: connect evidence, let the agent read it, then ship a reviewed task with a verification metric.
- Keep Sentry for crashes and performance diagnostics.
- Track key journeys in AnalyticsCLI.
- Combine reliability and product signals in the Growth Engineer.
- Create a fix task with impact, surfaces, and verification metrics.
What you get back
The output should be concrete enough to review without opening five dashboards.
- Sentry is a first-class signal source.
- Connects reliability to product outcomes.
- GitHub-ready tasks—not triage notes alone.
Common questions
Quick answers before you connect product data to an agent.
Does AnalyticsCLI replace Sentry?
No—Sentry owns diagnostics; AnalyticsCLI adds product context and agent workflows.
What reliability issues should be prioritized?
Issues affecting activation, paywalls, purchases, retention, or high-value journeys.
Can release data be included?
Yes—release context is part of the workflow when available.