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The Reliability Intelligence Layer.

Incidents aren’t just resolved — they become data that makes your system smarter.

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by builders of incident triage systems at microsoft and google deepmind.

how it works (at a glance)

triage that learns

parses logs, metrics, and war-room threads into structured signals.

> parsing logs...
> metrics linked
> events structured ✓

runbooks that evolve

every incident updates the playbook; approvals gate automation.

- add canary rollback
- notify oncall
✓approved

reliability that compounds

offline rl policies refine action paths; safer, faster, more autonomous.

incident storyline

alert

1 linked

service: api-gateway · sev: s2 · p95 spike

context

2 linked

recent deploy detected · error clusters correlated

action path

3 linked

recommended: shift 0% to canary, restart rollout · or scale workers

result

3 linked

p95 normalizes · runbook updated (draft → approved)

noether in action

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we’re building the foundation for agentic, self-healing infrastructure.

precision, composure, and reliability—by design.