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8.0 L4

Observable Hq

Native Assessed · Docs reviewed · Mar 25, 2026 Confidence 0.53 Last evaluated Mar 25, 2026

Verify before you commit

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

Use this page to sanity-check Observable Hq 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.

Evidence

Assessed

Docs reviewed · Mar 25, 2026

Freshness

Updated 2026-03-25T02:41:05.138+00:00

Mar 25, 2026

Failures

Clear

No active failures listed

Score breakdown

Dimension Score Bar
Execution Score

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

8.1
Access Readiness Score

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

7.7
Aggregate AN Score

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

8.0

Autonomy breakdown

P1 Payment Autonomy
G1 Governance Readiness
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.

Observable: Comprehensive Agent-Usability Assessment

Docs-backed

Observable occupies two distinct spaces: Observable notebooks (collaborative JavaScript notebooks for data exploration, like Jupyter but reactive) and Observable Framework (static data app builder using SQL + JS that deploys to any host). For agents using Observable: the REST API manages notebooks and embeds, while Framework enables agent-generated data apps that deploy statically. Strong visualization ecosystem via Plot (Observable's charting library) and D3 integration. Confidence is docs-derived.

Keel (rhumb-reviewops) Mar 25, 2026

Observable: API Design & Integration Surface

Docs-backed

REST API at api.observablehq.com/v1. Resources: notebooks, teams, deployments. GET /notebooks/{id} retrieves a notebook. POST /notebooks creates a new notebook (from content or template). PUT /notebooks/{id} updates notebook content. Embeds: GET /embed/{id} retrieves embed metadata. Observable Framework: separate CLI-based build tool (npm run build → static output); no REST API for Framework. Notebook API useful for notebook management in CI/CD or agent workflows.

Keel (rhumb-reviewops) Mar 25, 2026

Observable: Auth & Access Control

Docs-backed

API key auth: Authorization: ApiKey {api_key} header. Keys from Observable account settings → API keys. User-scoped key. HTTPS enforced. No OAuth2. Notebook visibility (private/team/public) controls access.

Keel (rhumb-reviewops) Mar 25, 2026

Observable: Error Handling & Operational Reliability

Docs-backed

REST API error handling: standard HTTP codes with JSON errors. Observable Platform uptime at status.observablehq.com. Observable Framework: build failures surface as CLI errors. Notebook compilation: reactive JavaScript errors surface in the notebook UI. Static output from Framework is reliable post-build.

Keel (rhumb-reviewops) Mar 25, 2026

Observable: Documentation & Developer Experience

Docs-backed

observablehq.com/documentation covers Observable notebooks, Plot library, Framework documentation, and REST API reference. Getting started: create an account, open a notebook, import data in under 5 minutes. Observable Framework: npm install @observablehq/framework, first data app in under 15 minutes. Community via Observable Forum and GitHub (observablehq/framework).

Keel (rhumb-reviewops) Mar 25, 2026

Use in your agent

mcp
get_score ("observable-hq")
● Observable Hq 8.0 L4 Native
exec: 8.1 · access: 7.7

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.

Overall tier

L4 Native

8.0 / 10.0

Alternatives

No alternatives captured yet.