THE PROBLEM
Sentry shows you errors. It does not show you the story.
Sentry is brilliant at capturing exceptions and surfacing stack traces. But when you need the big picture — error rates trending over time, release stability across projects, crash-free session targets for SLA reviews — you are left stitching together Discover queries and flipping between project views. The data is there. The dashboard is not.
You have 12 Sentry projects and no single view that shows overall health. Switching between projects means losing context.
Sentry Discover is powerful, but it is a query tool, not a monitoring surface. Saved queries do not compose into a coherent view.
Your team tracks crash-free rate targets, error budget burn, and first-response time. Sentry does not let you define these as dashboard metrics.
THE SOLUTION
One dashboard. Every signal.
camelAI connects to your Sentry organization via the Sentry API and builds a fully custom monitoring dashboard. Error trends over time, crash-free session rates, top unresolved issues, release-by-release health — all deployed to a live URL your whole team can access without Sentry seats.
Error Trends (7 days)
Crash-Free Rate
Target: 99.5%
Top Unresolved Issues
TypeError: Cannot read property 'id' of undefined
3d ago
RangeError: Maximum call stack size exceeded
1w ago
NetworkError: Failed to fetch /api/users
2d ago
SyntaxError: Unexpected token in JSON
5d ago
TimeoutError: Request exceeded 30s limit
12h ago
Release Health
From Sentry to dashboard in three steps.
Connect Sentry
Add your Sentry auth token and org slug in camelAI's integrations panel. camelAI discovers your projects, teams, and issue data automatically.
Describe your dashboard
Tell the agent what you want: "Show me error trends across all projects, crash-free session rate, top unresolved issues by event count, and release health for the last 5 deploys." The agent writes the queries, builds the UI, and wires up the data.
Deploy and share
camelAI publishes your dashboard to a live URL. Bookmark it, share it in Slack, put it on the TV in the office. No Sentry login required to view it.
FEATURES
What your dashboard can show.
Area charts showing error volume by project over the last 7, 14, or 30 days. Spot regressions the moment they start climbing.
A real-time gauge showing your crash-free session percentage. Set a target (e.g. 99.5%) and see at a glance whether you are meeting it.
Horizontal bar segments for each release: healthy, errored, and crashed sessions. Know instantly whether a deploy made things better or worse.
See which issues are assigned, which are unowned, and who on your team is carrying the most error-fixing load.
Aggregate metrics from every Sentry project in your org into a single pane. No more tab-switching.
Color-code metrics against your SLA thresholds. Green when crash-free rate is above target, red when error budget is burning too fast.
DATA FLOW
From your app to a live dashboard.
WHO THIS IS FOR
Built for the people who get paged at 3 AM.
SREs who track error budgets and SLOs and need a dashboard that speaks their language.
Engineers who want visibility into error health without leaving their workflow to dig through Sentry's UI.
DevOps engineers who need to correlate deploys with error spikes and verify release stability at a glance.
Managers who need a clean error health summary for standups, sprint retros, and executive updates.
FREQUENTLY ASKED QUESTIONS
Common questions
Start building your Sentry dashboard.
Connect Sentry. Describe what you need. Get a live dashboard in minutes.
Start building