Everything we learned from observing production meshes — yours by default
One platform for your services, dependencies, and incidents. Map topology from code, monitor every app and datastore, and respond faster without stitching tools together.
Start building for freeRegion: Your stack
One smart mesh for workloads and signals — close to your code, close to your incidents.
Observe everywhere
Health checks, logs, and dependency edges across every service in your architecture—mapped automatically from GitHub repos.
- 4msGatewayin-process
- 18msOrdersin-process
- 62msPaymentsenv: PAYMENTS_SERVICE_URL · timeout risk
- —orderskafka · async fan-out
Trace anywhere
See how requests flow through your mesh, which env vars wire services together, and where latency or failures cluster.
- sev12m5xx spikesvc: orders
- sev214mp95 > 500mssvc: auth
- sev228mprobe timeoutsvc: payments
- sev31hcontract driftsvc: gateway
- sev345mdeploy regressionsvc: product
Operate at scale
Alert rules, on-call paging, regression runs, and incident timelines in one place—no more capacity planning for observability.
Downstream topology, discovered from your code
No manual diagrams. ServiceLens reads your repositories, resolves every downstream call, and renders the live mesh — including the ambiguities.
Live topology of the ServiceLens demo architecture — a 10-service retail mesh built from the microservices-demo repositories.
Read your repos
Point ServiceLens at your GitHub org. It walks each repo, parses the code, and extracts every exposed endpoint, outbound HTTP call, event topic, and datastore.
Correlate signals
Endpoints match callers, producers match consumers, env-var URLs match services. Ambiguous edges are marked so nothing is silently guessed.
Render the mesh
Every downstream dependency — REST, gRPC, events, Kafka topics, databases — becomes a live edge, checked every minute against real health probes.
Build for the agent era of operations
Onboard from GitHub, map dependencies from code, and let ServiceLens watch the mesh while you ship.
Start building for free