OperatorFirst
OperatorFirst is an open-source, self-hosted observability platform that replaces traditional monitoring with a distributed, verifiable system. It uses edge-deployed probe agents, cryptographically signed results, and multi-node consensus to ensure system health data is accurate and tamper-proof. Designed for operators, it supports Monitoring-as-Code, synthetic browser testing, and deep protocol checks, while remaining fully GitOps-native and extensible through a WASM-based plugin system. https://roxanneardary.com/operatorfirst/ OperatorFirst is an open-source, self-hosted observability platform that replaces traditional monitoring with a distributed, verifiable system. It uses edge-deployed probe agents, cryptographically signed results, and multi-node consensus to ensure system health data is accurate and tamper-proof. Designed for operators, it supports Monitoring-as-Code, synthetic browser testing, and deep protocol checks, while remaini
Rank
51
Safety
79
Updated
Oct 9, 2026
Source
GitLab
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Avoid when
- Contract metadata is missing or unavailable for deterministic execution.
Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing
Public facts
Every fact links back to the source it came from.
Install and run
Setup complexity: low.
- Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
- Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Contract: missing
curl -s "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-operatorfirst/snapshot"
Documentation
GitLab
756 characters of source documentation, loaded on request.
Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Gitlab",
"href": "https://gitlab.com/Roxanne_Ardary/operatorfirst",
"sourceUrl": "https://gitlab.com/Roxanne_Ardary/operatorfirst",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T01:21:03.663Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-operatorfirst/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-operatorfirst/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
],
"events": []
}Record generated Oct 9, 2026.