Setup
Getting observability right is a project. Aient makes it a pull request.
OpenTelemetry is the CNCF standard for application telemetry — but setting it up correctly takes time. The right packages, the right configuration for your framework, server-side and browser-side instrumentation wired together and sending to the right endpoint. For most teams, it sits on the backlog for months.
Aient removes that friction entirely. As part of onboarding, Aient's AI agent indexes your codebase, identifies your stack, and opens a GitHub PR with the correct instrumentation already written.
How it works
Automatic codebase analysis
The agent reads your package.json, identifies your framework, and determines the right instrumentation approach for your architecture.
PR-based setup
The instrumentation lands as a normal GitHub PR. You review it, merge it, and telemetry starts flowing.
Server and browser
Both server-side and client-side instrumentation are included where appropriate. Full-stack visibility from one merge.
Idempotent
Safe to re-run. If your stack changes, Aient can generate an updated instrumentation PR without duplicating what's already there.
Monorepo support
Multiple services in one repo are handled in one pass. Each service gets the right configuration.
Verification before completion
Aient waits for actual telemetry to arrive before marking onboarding complete. You know it's working, not just deployed.
Why it matters
Observability is only valuable when it's in place before something breaks. The teams that benefit most from Aient are the ones who never got around to setting up OTel properly — until it happened automatically, as part of signing up.
For engineering leads, it means removing "add observability" from the backlog permanently. For solo founders, it means full production visibility without needing to know what a span exporter is.
Early access
Ready to close the loop?
We're running a private alpha with a small group of engineering teams. If you want AI-driven remediation for your production issues, we'd love to have you.
Get early accessNo commitment required. We'll reach out within 48 hours.