Most feature flag tools tell you whether a flag is on or off. They don't tell you if it's actually working.
You deploy a flag, start rolling it out to users, and then... what? You either ship blind and hope for the best, or you spend days wiring up Prometheus, Grafana, or DataDog just to see basic metrics.
The monitoring gap
I kept running into this with teams I talked to. They'd set up feature flags for controlled rollouts, but had zero visibility into whether those flags were behaving correctly.
Questions like:
- Is this feature actually being evaluated?
- What's the success rate?
- Is it adding latency?
- Should I increase the rollout percentage or kill it?
All of these required custom monitoring infrastructure. Most teams either skipped it entirely (and shipped blind) or built one-off dashboards that took longer to set up than the flag itself.
Smart Insights
So I built Smart Insights into Release Anchor. It tracks:
- Evaluations: How many times the flag was checked
- Success rate: Percentage of successful evaluations vs errors
- Latency: Average response time from your SDK
- Feedback: Custom events you send (conversions, errors, etc.)
All visible directly in the flag interface. No separate monitoring stack required.
When you're doing a gradual rollout, you can see immediately if something's wrong. If success rate drops or latency spikes, you know to pause or kill the feature before it affects more users.
How it works
The SDK sends evaluation telemetry back automatically. You can also send custom feedback:
javascript
import { releaseAnchor } from '@release-anchor/js-sdk';
const anchor = releaseAnchor('your-api-key');
// Check flag
const enabled = await anchor.isEnabled('new-pricing-cards');
// Send feedback
if (enabled) {
try {
await processPayment();
anchor.feedback('new-pricing-cards', { success: true });
} catch (error) {
anchor.feedback('new-pricing-cards', { success: false, error: error.message });
}
}
This article was originally published by DEV Community and written by Ahmet Burak Öztürk.
Read original article on DEV Community