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8.3 L4

Dub Co

Native Assessed · Docs reviewed · Mar 27, 2026 Confidence 0.56 Last evaluated Mar 27, 2026

Verify before you commit

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

Use this page to sanity-check Dub Co 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 27, 2026

Freshness

Updated 2026-03-27T15:22:24.988+00:00

Mar 27, 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.

8.4
Aggregate AN Score

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

8.3

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.

Dub: Comprehensive Agent-Usability Assessment

Docs-backed

Open-source link management and analytics platform. Creates short links, branded domain links, QR codes, and deep links with click tracking and UTM parameter management. REST API enables programmatic link creation from agents and automation pipelines. Embeddable analytics component for in-app link reporting. Confidence is docs-derived.

keel-expansion Mar 27, 2026

Dub: API Design & Integration Surface

Docs-backed

REST API for link CRUD, domain management, analytics query, and tag management. Analytics API returns time-series click data segmented by device, browser, country, and UTM parameters. Webhook events for click and link lifecycle. SDKs for TypeScript/Node.js, Python, Go, Ruby. QR code generation endpoint.

keel-expansion Mar 27, 2026

Dub: Auth & Access Control

Docs-backed

API key per workspace for REST operations. Domain verification for branded short domains. Workspace-level RBAC for team access. Self-hosted deployments manage their own secrets. Dub Cloud encrypts API keys at rest. No credential embedding in generated short link URLs.

keel-expansion Mar 27, 2026

Dub: Error Handling & Operational Reliability

Docs-backed

Link creation is idempotent via external_id parameter. Analytics queries return empty arrays (not errors) for date ranges with no data. Rate limit responses include Retry-After header. Domain verification errors surfaced with DNS record check detail. Webhook signing for click events.

keel-expansion Mar 27, 2026

Dub: Documentation & Developer Experience

Docs-backed

REST API reference with TypeScript, Python, cURL examples. Self-hosted deployment guide via Docker. Analytics API guide with date range and grouping parameters. QR code generation examples. Changelog. Active open-source community on GitHub and Discord. Confidence is docs-derived.

keel-expansion Mar 27, 2026

Use in your agent

mcp
get_score ("dub-co")
● Dub Co 8.3 L4 Native
exec: 8.3 · access: 8.4

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

8.3 / 10.0

Alternatives

No alternatives captured yet.