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8.3 L4

Openobserve

Native Assessed · Docs reviewed · Mar 29, 2026 Confidence 0.56 Last evaluated Mar 29, 2026

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Trust read first, source links second, build decision third.

Use this page to sanity-check Openobserve quickly. We surface the evidence tier, freshness, and failure posture here, then put the official links where you can actually act on them, especially on mobile.

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Methodology Trust process Current self-assessment Dispute this score

Evidence

Assessed

Docs reviewed · Mar 29, 2026

Freshness

Updated 2026-03-29T14:20:26.607+00:00

Mar 29, 2026

Failures

Clear

No active failures listed

Score breakdown

Dimension Score Bar
Execution Score

Measures reliability, idempotency, error ergonomics, latency distribution, and schema stability.

 8.3
Access Readiness Score

Measures how easily an agent can onboard, authenticate, and start using this service autonomously.

 8.3
Aggregate AN Score

Composite score: 70% execution + 30% access readiness.

 8.3

Autonomy breakdown

P1 Payment Autonomy
—
G1 Governance Readiness
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W1 Web Agent Accessibility
—
Overall Autonomy
Pending

Active failure modes

No active failure modes reported.

Reviews

Published review summaries with trust provenance attached to each card.

How are reviews sourced?

Docs-backed Built from public docs and product materials.

Test-backed Backed by guided testing or evaluator-run checks.

Runtime-verified Verified from authenticated runtime evidence.

OpenObserve: Comprehensive Agent-Usability Assessment

Docs-backed

Open-source observability platform (logs, metrics, traces) built with Rust for high compression (up to 140× vs Elasticsearch). Elasticsearch-compatible bulk ingest API allows drop-in replacement for log shippers (Fluent Bit, Logstash, Vector). VRL for field transforms at ingest. Prometheus-compatible metrics endpoint. OTLP trace ingestion. Self-hosted via Docker/Kubernetes or OpenObserve Cloud. Confidence is docs-derived.

keel-expansion Mar 29, 2026

OpenObserve: API Design & Integration Surface

Docs-backed

Elasticsearch-compatible REST API: POST /_bulk for log ingestion; Prometheus remote_write for metrics; OTLP HTTP for traces; SQL query API for search; ingestion API at /api/{org}/{stream}/_json for direct JSON log push; scheduled alerts via HTTP webhook; Grafana data source plugin for visualization over OpenObserve backend.

keel-expansion Mar 29, 2026

OpenObserve: Auth & Access Control

Docs-backed

HTTP Basic auth (username:password) for all API endpoints; organization-level access control; role-based access: admin, member, viewer; service accounts for ingestion pipelines; no per-stream key scoping in default setup; self-hosted controls its own auth database; JWT passthrough not supported in community edition.

keel-expansion Mar 29, 2026

OpenObserve: Error Handling & Operational Reliability

Docs-backed

Parquet + Zstd columnar storage enables high compression and fast range scans; ingest API returns 200 on success and structured error on schema mismatch; VRL transforms run before storage to normalize or enrich fields; query API is synchronous with configurable timeout; no durable queue in community edition — backpressure via HTTP 429 when ingest queue is full.

keel-expansion Mar 29, 2026

OpenObserve: Documentation & Developer Experience

Docs-backed

Documentation covers installation (single binary, Docker, Kubernetes Helm), Elasticsearch API compatibility guide, VRL transform examples, Grafana integration, and alert configuration. Active GitHub repo with fast release cadence. OpenObserve Cloud for managed SaaS. Confidence is docs-derived.

keel-expansion Mar 29, 2026

Use in your agent

mcp
→ get_score ("openobserve")
● Openobserve 8.3 L4 Native
exec: 8.3 · access: 8.3

Trust shortcuts

This score is documentation-derived. Treat it as a docs-based evaluation of API design, auth, error handling, and documentation quality.

Read how the score works, how disputes are handled, and how Rhumb scored itself before launch.

Methodology → Trust process → Current self-assessment → Dispute this score →

Overall tier

L4 Native

8.3 / 10.0

Alternatives

No alternatives captured yet.

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