Diagnose Root Causes
and Ship Fixes with Clear Proof

Lightrun AI SRE investigates production failure live and confirms fixes without redeploying so new changes are tested before they impact customers.

Root cause analysis without guesswork

Identify the root cause of each issues with clear, testable evidence.

Find the issue’s
real cause

Inspect the execution path and system state from across your stack to see where the failure happened.

Prove the issue
with live evidence

Confirm the exact line, input of dependency that caused the event with dynamic telemetry.

Ship fixes
with confidence

Validate the fix works against live traffic without redeploying or changing the running code.

How Lightrun verifies remediation

When an alert fires, Lightrun captures live execution state, isolates the true cause,
and confirms the fix it is released.

Capture live execution
at the failure point

Insert dynamic read-only instrumentation into the running service to inspect the failing code path and state as if fails.

Trace actual
execution paths

Follow the execution flow through dependent services, queues, databases, and APIs to isolate root cause.

Validate fixes safely
before rollout

Test proposed changes under live environmental conditions inside Lightrun Sandbox to confirm behavior does not regress

No vendor lock-in.
Works across your tool stack.

100+ integrations, and native agents for JVM, Node.js, Python, and Go
connect directly to your IDEs, pipelines, and cloud environments.

Resolve incidents with runtime evidence