Studio

Review and

Review, probes, the observability plane, and first-party data. Then the console your team uses.

Watch the stack. Review the code.

We review commits across the org, check that services are actually up, and keep metrics and logs on machines we run. Checks only read. They never write to the host. A finding becomes a pull request for the person who wrote the code.

  1. 01

    Checks that can fail

    A ping that always looks green is useless. We talk to the service the way a client does.

  2. 02

    Read only

    Nothing is installed on the host. The check cannot change the machine.

  3. 03

    Review that lands

    Findings are ranked by risk. One click to a pull request, credited to the author.

Build

What we build for you.

Org review

Commits ingested across the org. Every review row risk-classified. One click from a finding to a PR credited to the author. Review runs in campaigns, not as a universal over every commit.

  • GitHub org
  • Risk class
  • PR to author
  • 1,300 tests
  • 8 lenses
  • Campaigns

Read-only probes

Eight probe kinds. Each speaks the service’s own protocol: HTTP/2, the WSS handshake, gRPC Health.Check. Ports, containers, units. Zero write on the host. Nothing installed.

  • 8 probe kinds
  • Zero write
  • HTTP/2
  • WSS handshake
  • gRPC Health.Check
  • blackbox

Observability plane

The observer is ours. Metrics, logs, and traces on metal we run. A year of history costs a fraction of a year of samples. No agent on the watched host.

  • Prometheus
  • Grafana
  • Loki
  • VictoriaMetrics
  • OpenTelemetry
  • Vector
  • Alertmanager

MCP, data and estate

Grounded RAG over Agave and Jito, published as an npm MCP server. First-party ingest. A read-only 3D map of the hosts, no mutating command in the probe.

  • Model Context Protocol
  • Agave corpus
  • Jito corpus
  • czmap
  • three.js
  • ssh probe

Stack

The stack under your product.

Review

  • GitHub org
  • risk class
  • PR to author
  • 8 lenses
  • 1,300 tests
  • campaigns

Probes

  • 8 probe kinds
  • HTTP/2
  • WSS handshake
  • gRPC Health.Check
  • blackbox
  • zero write

Observability

  • czintel
  • Prometheus
  • Grafana
  • Loki
  • VictoriaMetrics
  • VictoriaLogs
  • OpenTelemetry
  • Vector
  • Alertmanager

MCP / RAG

  • Model Context Protocol
  • Agave corpus
  • Jito corpus
  • published server
  • Anthropic SDK
  • claude-code

Estate

  • czmap
  • ssh probe
  • three.js
  • zero footprint

Data

  • commit index
  • live inventory
  • first-party ingest
  • self-test badge

More

Cases and the catalog.

Contact

Bring us the hard part.

We reply with scope and the proof that will show it works.