Amazon DevOps Guru

Amazon DevOps Guru is a machine learning-powered service that makes it easy to improve an application's operational performance and availability. It detects behaviors that deviate from normal operating patterns so you can identify operational issues long before they impact your customers.

Amazon DevOps Guru publishes 14 APIs on the APIs.io network, including Accounts API, Anomalies API, Channels API, and 11 more. Tagged areas include Anomaly Detection, DevOps, Machine Learning, and Operational Intelligence.

The Amazon DevOps Guru catalog on APIs.io includes 1 JSON-LD context and 2 Spectral governance rulesets.

Amazon DevOps Guru’s developer surface includes authentication, developer portal, documentation, support, engineering blog, developer console, signup flow, and 14 more developer resources.

🌐 Visit website 📡 Source on GitHub

65.9/100 strong ▬ flat Agent 49/100 agent native Full breakdown ↓
scored 2026-07-28 · rubric v0.6

AccessFreemiumSelf serve⚡ Free to try

14 APIs 8 Features 5 Use Cases

Anomaly DetectionDevOpsMachine LearningOperational Intelligence

Kin Score

Kin Score How this is scored →
scored 2026-07-28 · rubric v0.6

Composite quality — 65.9/100 · strong

Contract Quality 18.1 / 25

Developer Ergonomics 9.1 / 20

Commercial Clarity 16.3 / 20

Operational Transparency 6.8 / 13

Governance 8.3 / 12

Discoverability 7.2 / 10

Agent readiness — 49/100 · agent native

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 9 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/amazon-devops-guru: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 14

Individual APIs this provider publishes, each with its own machine-readable definition.

Amazon DevOps Guru Accounts API

The Accounts API from Amazon DevOps Guru — 3 operation(s) for accounts.

Amazon DevOps Guru Anomalies API

The Anomalies API from Amazon DevOps Guru — 2 operation(s) for anomalies.

Amazon DevOps Guru Channels API

The Channels API from Amazon DevOps Guru — 2 operation(s) for channels.

Amazon DevOps Guru Cost Estimation API

The Cost Estimation API from Amazon DevOps Guru — 1 operation(s) for cost estimation.

Amazon DevOps Guru Event Sources API

The Event Sources API from Amazon DevOps Guru — 1 operation(s) for event sources.

Amazon DevOps Guru Events API

The Events API from Amazon DevOps Guru — 1 operation(s) for events.

Amazon DevOps Guru Feedback API

The Feedback API from Amazon DevOps Guru — 1 operation(s) for feedback.

Amazon DevOps Guru Insights API

The Insights API from Amazon DevOps Guru — 3 operation(s) for insights.

Amazon DevOps Guru List Log Anomalies API

The List Log Anomalies API from Amazon DevOps Guru — 1 operation(s) for list log anomalies.

Amazon DevOps Guru MonitoredResources API

The MonitoredResources API from Amazon DevOps Guru — 1 operation(s) for monitoredresources.

Amazon DevOps Guru Organization API

The Organization API from Amazon DevOps Guru — 5 operation(s) for organization.

Amazon DevOps Guru Recommendations API

The Recommendations API from Amazon DevOps Guru — 1 operation(s) for recommendations.

Amazon DevOps Guru Resource Collections API

The Resource Collections API from Amazon DevOps Guru — 2 operation(s) for resource collections.

Amazon DevOps Guru Service Integrations API

The Service Integrations API from Amazon DevOps Guru — 1 operation(s) for service integrations.

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Postman Collections 14

Ready-to-run Postman collections for exercising this provider's APIs.

Amazon DevOps Guru Accounts API

POSTMAN

Amazon DevOps Guru Accounts Anomalies API

POSTMAN

Amazon DevOps Guru Accounts Channels API

POSTMAN

Amazon DevOps Guru Accounts Cost Estimation API

POSTMAN

Amazon DevOps Guru Accounts Event Sources API

POSTMAN

Amazon DevOps Guru Accounts Events API

POSTMAN

Amazon DevOps Guru Accounts Feedback API

POSTMAN

Amazon DevOps Guru Accounts Insights API

POSTMAN

Amazon DevOps Guru Accounts List Log Anomalies API

POSTMAN

Amazon DevOps Guru Accounts MonitoredResources API

POSTMAN

Amazon DevOps Guru Accounts Organization API

POSTMAN

Amazon DevOps Guru Accounts Recommendations API

POSTMAN

Amazon DevOps Guru Accounts Resource Collections API

POSTMAN

Amazon DevOps Guru Accounts Service Integrations API

POSTMAN

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Pricing Plans 1

Published pricing tiers and plan structures.

Amazon Devops Guru Plans Pricing

3 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Amazon Devops Guru Rate Limits

5 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

Amazon Devops Guru Finops

FINOPS

Features 8

Notable capabilities this provider offers.

ML-Powered Anomaly Detection

Uses machine learning to detect behavioral deviations across hundreds of AWS metrics without manual threshold configuration.

Proactive Insights

Identifies anomalies before they become operational issues, allowing teams to remediate before customer impact.

Reactive Insights

Surfaces insights when active operational issues are detected to accelerate root cause analysis.

Actionable Recommendations

Provides specific remediation recommendations with links to relevant documentation and AWS console pages.

CloudWatch Logs Integration

Analyzes CloudWatch Logs for log-based anomalies to include log patterns in operational insights.

AWS OpsCenter Integration

Automatically creates OpsCenter OpsItems for detected insights to streamline incident management.

CloudFormation-Based Coverage

Define which applications to monitor by specifying CloudFormation stack names for precise application-scoped coverage.

Organizations Integration

Enable DevOps Guru across an entire AWS Organization to centrally monitor all accounts and regions.

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Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Amazon Devops Guru Context

23 classes · 54 properties

JSON-LD

Spectral Rules 2

Spectral governance rulesets for linting and validating these APIs.

Amazon DevOps Guru API Rules

5 rules · 4 warnings 1 info

SPECTRAL

Amazon DevOps Guru API Rules

23 rules · 11 errors 10 warnings 2 info

SPECTRAL

JSON Schema 22

Standalone JSON Schema definitions for this provider's data models.

AnomalousLogGroup

5 properties

JSON SCHEMA

CloudFormationCollection

1 properties

JSON SCHEMA

CloudFormationHealth

3 properties

JSON SCHEMA

Event

8 properties

JSON SCHEMA

EventSourcesConfig

1 properties

JSON SCHEMA

InsightHealth

3 properties

JSON SCHEMA

LogAnomalyShowcase

1 properties

JSON SCHEMA

NotificationChannel

2 properties

JSON SCHEMA

OpsCenterIntegration

1 properties

JSON SCHEMA

PerformanceInsightsMetricQuery

3 properties

JSON SCHEMA

ProactiveAnomaly

14 properties

JSON SCHEMA

ProactiveInsight

9 properties

JSON SCHEMA

ReactiveAnomaly

13 properties

JSON SCHEMA

ReactiveInsight

8 properties

JSON SCHEMA

Recommendation

7 properties

JSON SCHEMA

ResourceCollection

2 properties

JSON SCHEMA

ServiceCollection

1 properties

JSON SCHEMA

ServiceHealth

3 properties

JSON SCHEMA

ServiceInsightHealth

2 properties

JSON SCHEMA

SnsChannelConfig

1 properties

JSON SCHEMA

TagCollection

2 properties

JSON SCHEMA

TagHealth

4 properties

JSON SCHEMA

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JSON Structure 22

JSON Structure definitions describing this provider's data shapes.

Amazon Devops Guru Anomalous Log Group Structure

5 properties

JSON STRUCTURE

Amazon Devops Guru Cloud Formation Collection Structure

1 properties

JSON STRUCTURE

Amazon Devops Guru Cloud Formation Health Structure

3 properties

JSON STRUCTURE

Amazon Devops Guru Event Sources Config Structure

1 properties

JSON STRUCTURE

Amazon Devops Guru Event Structure

8 properties

JSON STRUCTURE

Amazon Devops Guru Insight Health Structure

3 properties

JSON STRUCTURE

Amazon Devops Guru Log Anomaly Showcase Structure

1 properties

JSON STRUCTURE

Amazon Devops Guru Notification Channel Structure

2 properties

JSON STRUCTURE

Amazon Devops Guru Ops Center Integration Structure

1 properties

JSON STRUCTURE

Amazon Devops Guru Performance Insights Metric Query Structure

3 properties

JSON STRUCTURE

Amazon Devops Guru Proactive Anomaly Structure

14 properties

JSON STRUCTURE

Amazon Devops Guru Proactive Insight Structure

9 properties

JSON STRUCTURE

Amazon Devops Guru Reactive Anomaly Structure

13 properties

JSON STRUCTURE

Amazon Devops Guru Reactive Insight Structure

8 properties

JSON STRUCTURE

Amazon Devops Guru Recommendation Structure

7 properties

JSON STRUCTURE

Amazon Devops Guru Resource Collection Structure

2 properties

JSON STRUCTURE

Amazon Devops Guru Service Collection Structure

1 properties

JSON STRUCTURE

Amazon Devops Guru Service Health Structure

3 properties

JSON STRUCTURE

Amazon Devops Guru Service Insight Health Structure

2 properties

JSON STRUCTURE

Amazon Devops Guru Sns Channel Config Structure

1 properties

JSON STRUCTURE

Amazon Devops Guru Tag Collection Structure

2 properties

JSON STRUCTURE

Amazon Devops Guru Tag Health Structure

4 properties

JSON STRUCTURE

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Examples 22

Example request and response payloads for these APIs.

Amazon Devops Guru Anomalous Log Group Example

5 fields

EXAMPLE

Amazon Devops Guru Cloud Formation Collection Example

1 fields

EXAMPLE

Amazon Devops Guru Cloud Formation Health Example

3 fields

EXAMPLE

Amazon Devops Guru Event Example

8 fields

EXAMPLE

Amazon Devops Guru Event Sources Config Example

1 fields

EXAMPLE

Amazon Devops Guru Insight Health Example

3 fields

EXAMPLE

Amazon Devops Guru Log Anomaly Showcase Example

1 fields

EXAMPLE

Amazon Devops Guru Notification Channel Example

2 fields

EXAMPLE

Amazon Devops Guru Ops Center Integration Example

1 fields

EXAMPLE

Amazon Devops Guru Performance Insights Metric Query Example

3 fields

EXAMPLE

Amazon Devops Guru Proactive Anomaly Example

14 fields

EXAMPLE

Amazon Devops Guru Proactive Insight Example

9 fields

EXAMPLE

Amazon Devops Guru Reactive Anomaly Example

13 fields

EXAMPLE

Amazon Devops Guru Reactive Insight Example

8 fields

EXAMPLE

Amazon Devops Guru Recommendation Example

7 fields

EXAMPLE

Amazon Devops Guru Resource Collection Example

2 fields

EXAMPLE

Amazon Devops Guru Service Collection Example

1 fields

EXAMPLE

Amazon Devops Guru Service Health Example

3 fields

EXAMPLE

Amazon Devops Guru Service Insight Health Example

2 fields

EXAMPLE

Amazon Devops Guru Sns Channel Config Example

1 fields

EXAMPLE

Amazon Devops Guru Tag Collection Example

2 fields

EXAMPLE

Amazon Devops Guru Tag Health Example

4 fields

EXAMPLE

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Security Posture 4

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

Amazon Devops Guru Authentication

apiKey · 1 scheme

SECURITY

Amazon Devops Guru Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Amazon Devops Guru Vulnerability Disclosure

security.txt · contact published

SECURITY

Amazon Devops Guru Trust Center

PCI DSS, HIPAA, FedRAMP, GDPR, FIPS 140

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Amazon Devops Guru Agentic Access

31 operations · 24 acting

AGENTIC

Use Cases 5

What developers build with this provider.

Proactive Operational Monitoring

Detect potential issues in application behavior before they impact end users using ML-powered proactive insights.

Incident Root Cause Analysis

Rapidly identify the root cause of operational incidents by correlating anomalies, events, and recommendations.

Application Performance Optimization

Use continuous behavioral monitoring to identify performance bottlenecks and optimization opportunities.

Multi-Account Operations

Monitor operational health across all accounts in an AWS Organization from a single pane of glass.

DevOps Pipeline Integration

Integrate DevOps Guru insights into CI/CD pipelines to gate deployments on operational health status.

Resources

Get Started 4

Portal, sign-up, and the first successful call

Portal

Portal

Console

Console

Signup

Signup

Login

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

Design & Contract 2

Pagination, idempotency, versioning, errors, and events

SpectralRules

SpectralRules

Vocabulary

Vocabulary

Build 2

SDKs, sample code, and the tooling you integrate with

PostmanWorkspace

PostmanWorkspace

GitHubOrganization

GitHubOrganization

Access & Security 4

Authentication, authorization, and security posture

TrustCenter

TrustCenter

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

Authentication

Authentication

Operate 3

Status, limits, changes, and where to get help

Support

Support

StatusPage

StatusPage

Contact

Contact

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Source (apis.yml)

name: Amazon DevOps Guru
description: Amazon DevOps Guru is a machine learning-powered service that makes it easy to improve an application's operational
  performance and availability. It detects behaviors that deviate from normal operating patterns so you can identify operational
  issues long before they impact your customers.
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://a0.awsstatic.com/libra-css/images/logos/aws_logo_smile_1200x630.png
url: https://aws.amazon.com/devops-guru/
created: '2026-03-16'
modified: '2026-05-19'
apis:
- aid: amazon-devops-guru:amazon-devops-guru-accounts-api
  name: Amazon DevOps Guru Accounts API
  description: The Accounts API from Amazon DevOps Guru — 3 operation(s) for accounts.
  humanURL: https://aws.amazon.com/devops-guru/
  baseURL: https://devops-guru.amazonaws.com
  tags:
  - Accounts
  properties:
  - type: OpenAPI
    url: openapi/amazon-devops-guru-accounts-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/devops-guru/latest/APIReference/Welcome.html
  - type: GettingStarted
    url: https://aws.amazon.com/devops-guru/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/devops-guru/pricing/
  - type: FAQ
    url: https://aws.amazon.com/devops-guru/faqs/
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-recommendation-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-anomaly-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-anomaly-schema.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-proactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-reactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-recommendation-structure.json
  - type: JSONLD
    url: json-ld/amazon-devops-guru-context.jsonld
  - type: Examples
    url: examples/amazon-devops-guru-proactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-reactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-recommendation-example.json
- aid: amazon-devops-guru:amazon-devops-guru-anomalies-api
  name: Amazon DevOps Guru Anomalies API
  description: The Anomalies API from Amazon DevOps Guru — 2 operation(s) for anomalies.
  humanURL: https://aws.amazon.com/devops-guru/
  baseURL: https://devops-guru.amazonaws.com
  tags:
  - Anomalies
  properties:
  - type: OpenAPI
    url: openapi/amazon-devops-guru-anomalies-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/devops-guru/latest/APIReference/Welcome.html
  - type: GettingStarted
    url: https://aws.amazon.com/devops-guru/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/devops-guru/pricing/
  - type: FAQ
    url: https://aws.amazon.com/devops-guru/faqs/
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-recommendation-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-anomaly-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-anomaly-schema.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-proactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-reactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-recommendation-structure.json
  - type: JSONLD
    url: json-ld/amazon-devops-guru-context.jsonld
  - type: Examples
    url: examples/amazon-devops-guru-proactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-reactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-recommendation-example.json
- aid: amazon-devops-guru:amazon-devops-guru-channels-api
  name: Amazon DevOps Guru Channels API
  description: The Channels API from Amazon DevOps Guru — 2 operation(s) for channels.
  humanURL: https://aws.amazon.com/devops-guru/
  baseURL: https://devops-guru.amazonaws.com
  tags:
  - Channels
  properties:
  - type: OpenAPI
    url: openapi/amazon-devops-guru-channels-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/devops-guru/latest/APIReference/Welcome.html
  - type: GettingStarted
    url: https://aws.amazon.com/devops-guru/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/devops-guru/pricing/
  - type: FAQ
    url: https://aws.amazon.com/devops-guru/faqs/
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-recommendation-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-anomaly-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-anomaly-schema.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-proactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-reactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-recommendation-structure.json
  - type: JSONLD
    url: json-ld/amazon-devops-guru-context.jsonld
  - type: Examples
    url: examples/amazon-devops-guru-proactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-reactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-recommendation-example.json
- aid: amazon-devops-guru:amazon-devops-guru-cost-estimation-api
  name: Amazon DevOps Guru Cost Estimation API
  description: The Cost Estimation API from Amazon DevOps Guru — 1 operation(s) for cost estimation.
  humanURL: https://aws.amazon.com/devops-guru/
  baseURL: https://devops-guru.amazonaws.com
  tags:
  - Cost Estimation
  properties:
  - type: OpenAPI
    url: openapi/amazon-devops-guru-cost-estimation-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/devops-guru/latest/APIReference/Welcome.html
  - type: GettingStarted
    url: https://aws.amazon.com/devops-guru/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/devops-guru/pricing/
  - type: FAQ
    url: https://aws.amazon.com/devops-guru/faqs/
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-recommendation-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-anomaly-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-anomaly-schema.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-proactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-reactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-recommendation-structure.json
  - type: JSONLD
    url: json-ld/amazon-devops-guru-context.jsonld
  - type: Examples
    url: examples/amazon-devops-guru-proactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-reactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-recommendation-example.json
- aid: amazon-devops-guru:amazon-devops-guru-event-sources-api
  name: Amazon DevOps Guru Event Sources API
  description: The Event Sources API from Amazon DevOps Guru — 1 operation(s) for event sources.
  humanURL: https://aws.amazon.com/devops-guru/
  baseURL: https://devops-guru.amazonaws.com
  tags:
  - Event Sources
  properties:
  - type: OpenAPI
    url: openapi/amazon-devops-guru-event-sources-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/devops-guru/latest/APIReference/Welcome.html
  - type: GettingStarted
    url: https://aws.amazon.com/devops-guru/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/devops-guru/pricing/
  - type: FAQ
    url: https://aws.amazon.com/devops-guru/faqs/
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-recommendation-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-anomaly-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-anomaly-schema.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-proactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-reactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-recommendation-structure.json
  - type: JSONLD
    url: json-ld/amazon-devops-guru-context.jsonld
  - type: Examples
    url: examples/amazon-devops-guru-proactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-reactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-recommendation-example.json
- aid: amazon-devops-guru:amazon-devops-guru-events-api
  name: Amazon DevOps Guru Events API
  description: The Events API from Amazon DevOps Guru — 1 operation(s) for events.
  humanURL: https://aws.amazon.com/devops-guru/
  baseURL: https://devops-guru.amazonaws.com
  tags:
  - Events
  properties:
  - type: OpenAPI
    url: openapi/amazon-devops-guru-events-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/devops-guru/latest/APIReference/Welcome.html
  - type: GettingStarted
    url: https://aws.amazon.com/devops-guru/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/devops-guru/pricing/
  - type: FAQ
    url: https://aws.amazon.com/devops-guru/faqs/
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-recommendation-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-anomaly-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-anomaly-schema.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-proactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-reactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-recommendation-structure.json
  - type: JSONLD
    url: json-ld/amazon-devops-guru-context.jsonld
  - type: Examples
    url: examples/amazon-devops-guru-proactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-reactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-recommendation-example.json
- aid: amazon-devops-guru:amazon-devops-guru-feedback-api
  name: Amazon DevOps Guru Feedback API
  description: The Feedback API from Amazon DevOps Guru — 1 operation(s) for feedback.
  humanURL: https://aws.amazon.com/devops-guru/
  baseURL: https://devops-guru.amazonaws.com
  tags:
  - Feedback
  properties:
  - type: OpenAPI
    url: openapi/amazon-devops-guru-feedback-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/devops-guru/latest/APIReference/Welcome.html
  - type: GettingStarted
    url: https://aws.amazon.com/devops-guru/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/devops-guru/pricing/
  - type: FAQ
    url: https://aws.amazon.com/devops-guru/faqs/
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-recommendation-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-anomaly-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-anomaly-schema.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-proactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-reactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-recommendation-structure.json
  - type: JSONLD
    url: json-ld/amazon-devops-guru-context.jsonld
  - type: Examples
    url: examples/amazon-devops-guru-proactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-reactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-recommendation-example.json
- aid: amazon-devops-guru:amazon-devops-guru-insights-api
  name: Amazon DevOps Guru Insights API
  description: The Insights API from Amazon DevOps Guru — 3 operation(s) for insights.
  humanURL: https://aws.amazon.com/devops-guru/
  baseURL: https://devops-guru.amazonaws.com
  tags:
  - Insights
  properties:
  - type: OpenAPI
    url: openapi/amazon-devops-guru-insights-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/devops-guru/latest/APIReference/Welcome.html
  - type: GettingStarted
    url: https://aws.amazon.com/devops-guru/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/devops-guru/pricing/
  - type: FAQ
    url: https://aws.amazon.com/devops-guru/faqs/
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-recommendation-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-anomaly-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-anomaly-schema.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-proactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-reactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-recommendation-structure.json
  - type: JSONLD
    url: json-ld/amazon-devops-guru-context.jsonld
  - type: Examples
    url: examples/amazon-devops-guru-proactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-reactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-recommendation-example.json
- aid: amazon-devops-guru:amazon-devops-guru-list-log-anomalies-api
  name: Amazon DevOps Guru List Log Anomalies API
  description: The List Log Anomalies API from Amazon DevOps Guru — 1 operation(s) for list log anomalies.
  humanURL: https://aws.amazon.com/devops-guru/
  baseURL: https://devops-guru.amazonaws.com
  tags:
  - List Log Anomalies
  properties:
  - type: OpenAPI
    url: openapi/amazon-devops-guru-list-log-anomalies-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/devops-guru/latest/APIReference/Welcome.html
  - type: GettingStarted
    url: https://aws.amazon.com/devops-guru/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/devops-guru/pricing/
  - type: FAQ
    url: https://aws.amazon.com/devops-guru/faqs/
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-recommendation-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-anomaly-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-anomaly-schema.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-proactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-reactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-recommendation-structure.json
  - type: JSONLD
    url: json-ld/amazon-devops-guru-context.jsonld
  - type: Examples
    url: examples/amazon-devops-guru-proactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-reactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-recommendation-example.json
- aid: amazon-devops-guru:amazon-devops-guru-monitoredresources-api
  name: Amazon DevOps Guru MonitoredResources API
  description: The MonitoredResources API from Amazon DevOps Guru — 1 operation(s) for monitoredresources.
  humanURL: https://aws.amazon.com/devops-guru/
  baseURL: https://devops-guru.amazonaws.com
  tags:
  - MonitoredResources
  properties:
  - type: OpenAPI
    url: openapi/amazon-devops-guru-monitoredresources-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/devops-guru/latest/APIReference/Welcome.html
  - type: GettingStarted
    url: https://aws.amazon.com/devops-guru/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/devops-guru/pricing/
  - type: FAQ
    url: https://aws.amazon.com/devops-guru/faqs/
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-recommendation-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-anomaly-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-anomaly-schema.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-proactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-reactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-recommendation-structure.json
  - type: JSONLD
    url: json-ld/amazon-devops-guru-context.jsonld
  - type: Examples
    url: examples/amazon-devops-guru-proactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-reactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-recommendation-example.json
- aid: amazon-devops-guru:amazon-devops-guru-organization-api
  name: Amazon DevOps Guru Organization API
  description: The Organization API from Amazon DevOps Guru — 5 operation(s) for organization.
  humanURL: https://aws.amazon.com/devops-guru/
  baseURL: https://devops-guru.amazonaws.com
  tags:
  - Organization
  properties:
  - type: OpenAPI
    url: openapi/amazon-devops-guru-organization-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/devops-guru/latest/APIReference/Welcome.html
  - type: GettingStarted
    url: https://aws.amazon.com/devops-guru/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/devops-guru/pricing/
  - type: FAQ
    url: https://aws.amazon.com/devops-guru/faqs/
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-recommendation-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-anomaly-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-anomaly-schema.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-proactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-reactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-recommendation-structure.json
  - type: JSONLD
    url: json-ld/amazon-devops-guru-context.jsonld
  - type: Examples
    url: examples/amazon-devops-guru-proactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-reactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-recommendation-example.json
- aid: amazon-devops-guru:amazon-devops-guru-recommendations-api
  name: Amazon DevOps Guru Recommendations API
  description: The Recommendations API from Amazon DevOps Guru — 1 operation(s) for recommendations.
  humanURL: https://aws.amazon.com/devops-guru/
  baseURL: https://devops-guru.amazonaws.com
  tags:
  - Recommendations
  properties:
  - type: OpenAPI
    url: openapi/amazon-devops-guru-recommendations-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/devops-guru/latest/APIReference/Welcome.html
  - type: GettingStarted
    url: https://aws.amazon.com/devops-guru/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/devops-guru/pricing/
  - type: FAQ
    url: https://aws.amazon.com/devops-guru/faqs/
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-recommendation-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-anomaly-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-anomaly-schema.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-proactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-reactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-recommendation-structure.json
  - type: JSONLD
    url: json-ld/amazon-devops-guru-context.jsonld
  - type: Examples
    url: examples/amazon-devops-guru-proactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-reactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-recommendation-example.json
- aid: amazon-devops-guru:amazon-devops-guru-resource-collections-api
  name: Amazon DevOps Guru Resource Collections API
  description: The Resource Collections API from Amazon DevOps Guru — 2 operation(s) for resource collections.
  humanURL: https://aws.amazon.com/devops-guru/
  baseURL: https://devops-guru.amazonaws.com
  tags:
  - Resource Collections
  properties:
  - type: OpenAPI
    url: openapi/amazon-devops-guru-resource-collections-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/devops-guru/latest/APIReference/Welcome.html
  - type: GettingStarted
    url: https://aws.amazon.com/devops-guru/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/devops-guru/pricing/
  - type: FAQ
    url: https://aws.amazon.com/devops-guru/faqs/
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-recommendation-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-anomaly-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-anomaly-schema.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-proactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-reactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-recommendation-structure.json
  - type: JSONLD
    url: json-ld/amazon-devops-guru-context.jsonld
  - type: Examples
    url: examples/amazon-devops-guru-proactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-reactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-recommendation-example.json
- aid: amazon-devops-guru:amazon-devops-guru-service-integrations-api
  name: Amazon DevOps Guru Service Integrations API
  description: The Service Integrations API from Amazon DevOps Guru — 1 operation(s) for service integrations.
  humanURL: https://aws.amazon.com/devops-guru/
  baseURL: https://devops-guru.amazonaws.com
  tags:
  - Service Integrations
  properties:
  - type: OpenAPI
    url: openapi/amazon-devops-guru-service-integrations-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/devops-guru/latest/APIReference/Welcome.html
  - type: GettingStarted
    url: https://aws.amazon.com/devops-guru/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/devops-guru/pricing/
  - type: FAQ
    url: https://aws.amazon.com/devops-guru/faqs/
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-insight-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-recommendation-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-proactive-anomaly-schema.json
  - type: JSONSchema
    url: json-schema/amazon-devops-guru-reactive-anomaly-schema.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-proactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-reactive-insight-structure.json
  - type: JSONStructure
    url: json-structure/amazon-devops-guru-recommendation-structure.json
  - type: JSONLD
    url: json-ld/amazon-devops-guru-context.jsonld
  - type: Examples
    url: examples/amazon-devops-guru-proactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-reactive-insight-example.json
  - type: Examples
    url: examples/amazon-devops-guru-recommendation-example.json
common:
- type: PostmanWorkspace
  url: https://www.postman.com/kinlaneapi/amazon-devops-guru/overview
- type: AgenticAccess
  url: agentic-access/amazon-devops-guru-agentic-access.yml
- type: TrustCenter
  url: security/amazon-devops-guru-trust-center.yml
- type: VulnerabilityDisclosure
  url: security/amazon-devops-guru-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/amazon-devops-guru-domain-security.yml
- type: Authentication
  url: authentication/amazon-devops-guru-authentication.yml
- type: Portal
  url: https://aws.amazon.com/devops-guru/
- type: Website
  url: https://aws.amazon.com/devops-guru/
- type: Documentation
  url: https://docs.aws.amazon.com/devops-guru/
- type: TermsOfService
  url: https://aws.amazon.com/service-terms/
- type: PrivacyPolicy
  url: https://aws.amazon.com/privacy/
- type: Support
  url: https://aws.amazon.com/premiumsupport/
- type: Blog
  url: https://aws.amazon.com/blogs/devops/category/artificial-intelligence/amazon-devops-guru/
- type: GitHubOrganization
  url: https://github.com/aws
- type: Console
  url: https://console.aws.amazon.com/devops-guru/
- type: Signup
  url: https://portal.aws.amazon.com/billing/signup
- type: Login
  url: https://signin.aws.amazon.com/
- type: StatusPage
  url: https://health.aws.amazon.com/health/status
- type: Contact
  url: https://aws.amazon.com/contact-us/
- type: SpectralRules
  url: rules/amazon-devops-guru-spectral-rules.yml
- type: Vocabulary
  url: vocabulary/amazon-devops-guru-vocabulary.yaml
- type: Features
  data:
  - name: ML-Powered Anomaly Detection
    description: Uses machine learning to detect behavioral deviations across hundreds of AWS metrics without manual threshold
      configuration.
  - name: Proactive Insights
    description: Identifies anomalies before they become operational issues, allowing teams to remediate before customer impact.
  - name: Reactive Insights
    description: Surfaces insights when active operational issues are detected to accelerate root cause analysis.
  - name: Actionable Recommendations
    description: Provides specific remediation recommendations with links to relevant documentation and AWS console pages.
  - name: CloudWatch Logs Integration
    description: Analyzes CloudWatch Logs for log-based anomalies to include log patterns in operational insights.
  - name: AWS OpsCenter Integration
    description: Automatically creates OpsCenter OpsItems for detected insights to streamline incident management.
  - name: CloudFormation-Based Coverage
    description: Define which applications to monitor by specifying CloudFormation stack names for precise application-scoped
      coverage.
  - name: Organizations Integration
    description: Enable DevOps Guru across an entire AWS Organization to centrally monitor all accounts and regions.
- type: UseCases
  data:
  - name: Proactive Operational Monitoring
    description: Detect potential issues in application behavior before they impact end users using ML-powered proactive insights.
  - name: Incident Root Cause Analysis
    description: Rapidly identify the root cause of operational incidents by correlating anomalies, events, and recommendations.
  - name: Application Performance Optimization
    description: Use continuous behavioral monitoring to identify performance bottlenecks and optimization opportunities.
  - name: Multi-Account Operations
    description: Monitor operational health across all accounts in an AWS Organization from a single pane of glass.
  - name: DevOps Pipeline Integration
    description: Integrate DevOps Guru insights into CI/CD pipelines to gate deployments on operational health status.
- type: Integrations
  data:
  - name: Amazon CloudWatch
    description: Ingests CloudWatch metrics and logs for anomaly detection and event correlation.
  - name: AWS CloudFormation
    description: Uses CloudFormation stacks to define application boundaries for targeted monitoring coverage.
  - name: AWS OpsCenter
    description: Automatically creates OpsCenter OpsItems for detected insights to enable incident management workflows.
  - name: Amazon SNS
    description: Sends insight notifications to SNS topics for routing to teams via email, Slack, PagerDuty, or other channels.
  - name: AWS Organizations
    description: Enables organization-wide monitoring by aggregating insights across multiple AWS accounts.
  - name: Amazon EventBridge
    description: Emits DevOps Guru events to EventBridge for custom automation and routing workflows.
- type: Integrations
  url: https://aws.amazon.com/marketplace
integrations:
- name: Sign in
- name: Agent Mode
- name: Why AWS Marketplace?
- name: Get started in AWS Marketplace
- name: Industry
- name: Resources
- name: Become a Channel Partner
- name: Sell in AWS Marketplace
- name: Manage Your Account
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
  url: https://apievangelist.com
tags:
- Anomaly Detection
- AWS
- DevOps
- Machine Learning
- Operational Intelligence