Cerebral Systems Mesh

A proactive agent that understands your infrastructure.

Mesh keeps a working model of your whole stack — Kubernetes, bare metal, cloud, edge — and uses it to act before the pager fires.

Request beta access See it observing
Architecture preview

Every layer of your stack. One working model.

Live demo
MESH Kubernetes orchestrated Bare metal on-prem Cloud managed Edge distributed DRIFT · BARE METAL cross-layer issue with cloud queue
Mesh core Environment Telemetry flow Noticed drift
Multi-environment · interconnected · continuously modeled
Customers & partners

Teams shipping with Mesh.

Running in production at infrastructure teams across fintech, web3, and cloud — from regulated incumbents to chain operators.
CAMP aws
What it is

Most observability tools answer questions you already thought to ask. Mesh asks them for you.

It reads your repos, traces, deploys, on-call history and runbooks, then keeps a working model of what your prod actually looks like — and what "normal" means for it this week.

Beta cohort
73%
of incidents flagged by Mesh before the on-call pager fired.
It opens PRs

Not tickets. Not Slack messages.

When the fix is mechanical, Mesh drafts a PR in your repo with reasoning attached. You review like any other change.

A model of your prod

Lives next to your code, not in another tab.

Service graph, dependency edges, owners, deploy history — kept fresh automatically, queryable in plain English.

Quiet by default

It won't page you for things it can handle. The bar to wake you up is high.

Show your work

Every decision has a reasoning trail with the exact signals it used. No black boxes.

What changes, concretely.

The shift isn't more dashboards. It's fewer reasons to open one.

WorkflowBeforeWith Mesh
Incident lead time Detect → triage → page Caught at rollout
Fix loop Hunt → branch → PR PR drafted, you review
On-call Pager-driven nights Only for real judgement calls
Cost drift Found at month-end Flagged the day it starts
Runbooks Wiki page from 2022 Generated, kept current

How it shows up in your week.

Mon 10:14
Notices auth-svc p99 has crept up since Friday's deploy. Drafts a PR to widen the connection pool and tags the right reviewer from CODEOWNERS.
Wed 02:41
Caught a memory leak rolling out to analytics-worker. Rolled back the canary. Nobody got paged. Posted the diff in #eng-incidents for the morning.
Thu 16:30
A new dependency on payments changes the blast radius of a planned migration. Updates the runbook before the change-review meeting.
Fri 09:02
Spending on vector-db has tripled this week — flagged because it's off-pattern for the traffic. You decide whether to act.

Mesh is live on prod systems today!

Private beta. ~3 minute setup. Easy to remove. Free while we learn what's worth charging for.