Judoscale

Judoscale provides an autoscaling platform that integrates with cloud hosting services such as Heroku, Render, Railway, Fly.io, Scalingo, Northflank, and AWS. It automatically adjusts the number of web and worker dynos or containers based on request queue length and job queue metrics, offering configurable step sizes, schedules, and per‑process scaling ranges. The service aims to improve performance and reduce costs by scaling only when needed, with support for multiple programming languages and frameworks.

Judoscale is profiled on the APIs.io network. Tagged areas include Company, Autoscaling, Cloud, DevOps, and Heroku.

Judoscale’s developer surface includes authentication, changelog, getting-started guide, documentation, engineering blog, pricing, and 10 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

25.1/100 emerging Agent 9/100 agent aware Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

0 APIs

CompanyAutoscalingCloud DevOpsHeroku

Kin Score

Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0

Composite quality — 25.1/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 7.3 / 17

Access Clarity 7.6 / 17

Operational Transparency 1.7 / 11

Contract Governance 0.0 / 10

Discoverability 4.1 / 9

Regulatory Posture 2.9 / 15

Agent readiness — 9/100 · agent aware

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 4 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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<a href="https://apis.io/providers/judoscale/"><img src="https://apis.io/badge/judoscale/card.svg" alt="Judoscale on APIs.io — Kin Score by API Evangelist"></a>

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Agent readiness — checks not met, largest first (exact, from this profile):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)

10 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 0.0 — up to +25.0 composite points
Contract Governance scores 0.0 — up to +12.0 composite points
Developer Ergonomics scores 42.9 — up to +11.4 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/judoscale/apis.yml: open an issue on github.com/api-evangelist/judoscale to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Judoscale Authentication

3 schemes

SECURITY

Judoscale Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Get Started 2

Portal, sign-up, and the first successful call

Login

GettingStarted

GettingStarted

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

Build 2

SDKs, sample code, and the tooling you integrate with

SDKs

SDKs

Packages

Packages

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

ChangeLog

ChangeLog

Commercial 3

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Pricing

Pricing

Company 2

The organization behind the API

Website

Website

Blog

Blog

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: judoscale
image: https://judoscale.com/icon.png
name: Judoscale
description: Judoscale provides an autoscaling platform that integrates with cloud hosting services such as Heroku, Render,
  Railway, Fly.io, Scalingo, Northflank, and AWS. It automatically adjusts the number of web and worker dynos or containers
  based on request queue length and job queue metrics, offering configurable step sizes, schedules, and per‑process scaling
  ranges. The service aims to improve performance and reduce costs by scaling only when needed, with support for multiple
  programming languages and frameworks.
url: https://raw.githubusercontent.com/api-evangelist/judoscale/refs/heads/main/apis.yml
x-type: company
x-source: harvest:new-submission
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-26 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-26'
modified: '2026-10-26'
tags:
- Company
- Autoscaling
- Cloud
- DevOps
- Heroku
- AWS
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Authentication
  url: authentication/judoscale-authentication.yml
- type: LLMsTxt
  url: llms/judoscale-llms.txt
- type: Hosts
  url: hosts/judoscale-hosts.yml
- type: Vendors
  url: vendors/judoscale-vendors.yml
- type: SDKs
  url: packages/judoscale-packages.yml
- type: Packages
  url: packages/judoscale-packages.yml
- type: TermsOfService
  url: https://judoscale.com/docs/terms
- type: PrivacyPolicy
  url: https://judoscale.com/docs/privacy
- type: Login
  url: https://judoscale.com/sign-in
- type: ChangeLog
  url: https://judoscale.com/changelog
- type: GettingStarted
  url: https://judoscale.com/docs/heroku-getting-started
- type: DomainSecurity
  url: security/judoscale-domain-security.yml
- type: Website
  url: https://judoscale.com/
- type: Documentation
  url: https://judoscale.com/docs
- type: Blog
  url: https://judoscale.com/blog
- type: Pricing
  url: https://judoscale.com/pricing
apis: []
x-submission-probe: 200 2026-10-25
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: Documentation is provided as HTML pages without a published OpenAPI or other machine‑readable contract.
  evidence:
  - url: https://judoscale.com/docs/heroku-getting-started
    status: 200
  checked: '2026-10-26'
x-enrichment:
  date: '2026-10-26'
  status: enriched
  artifacts_added: 13
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

Judoscale API — frequently asked questions

How do I authenticate with the Judoscale API?

Judoscale uses bearer-token authentication (3 schemes). The details are profiled on APIs.io as Judoscale Authentication.

Is the Judoscale API ready for AI agents?

Judoscale has a Kin Score of 25.1 out of 100 (emerging) and an Agent Readiness score of 8.5 (agent-aware), scored by API Evangelist on 2026-10-31.

Work with this as data

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Tools for providers

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find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

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