Chamber

aid: chamber
name: Chamber
description: Chamber is an AIOps control plane for enterprise AI infrastructure (Y Combinator W26, Seattle). Its always-on
  agent — Chambie — monitors, diagnoses, and automatically resolves GPU workload failures across AWS, GCP, Azure, and on-premise
  Kubernetes clusters, and optimizes utilization so ML teams can run more workloads on the same GPUs without manual intervention.
  Chamber ships a REST API, an official Python SDK (chamber-sdk), and a `chamber` CLI for submitting GPU workloads, querying
  capacity budgets and GPU-hour allocations, and reading GPU utilization / memory / temperature / power metrics, plus Slack
  and email integrations and Terraform modules for GPU-ready EKS and GKE clusters.
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - security
  generated: '2026-09-03'
  method: derived
image: https://usechamber.io/og-image.png
url: https://raw.githubusercontent.com/api-evangelist/chamber/refs/heads/main/apis.yml
humanURL: https://www.usechamber.io
x-type: company
x-source: vc-portfolio
x-backed-by:
- y-combinator
x-tier: active
x-tier-reason: pipeline-enriched
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-18'
tags:
- GPU
- AIOps
- Machine-Learning
- MLOps
- Infrastructure
- Cloud
- Kubernetes
- Observability
- Monitoring
- Company
tags_raw:
- GPU
- AIOps
- Machine Learning
- MLOps
- Infrastructure
- Cloud
- Kubernetes
- Observability
- Monitoring
- Company
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
apis:
- aid: chamber:chamber-capacity-api
  name: Chamber Capacity API
  description: Check budget allocations and remaining GPU hours
  humanURL: https://docs.usechamber.io/api-reference/introduction
  baseURL: https://api.usechamber.io/v1
  tags:
  - Capacity
  properties:
  - type: OpenAPI
    url: openapi/chamber-capacity-api-openapi.yml
- aid: chamber:chamber-health-api
  name: Chamber Health API
  description: Service health check
  humanURL: https://docs.usechamber.io/api-reference/introduction
  baseURL: https://api.usechamber.io/v1
  tags:
  - Health
  properties:
  - type: OpenAPI
    url: openapi/chamber-health-api-openapi.yml
- aid: chamber:chamber-metrics-api
  name: Chamber Metrics API
  description: Query GPU utilization, memory, temperature, and power metrics
  humanURL: https://docs.usechamber.io/api-reference/introduction
  baseURL: https://api.usechamber.io/v1
  tags:
  - Metrics
  properties:
  - type: OpenAPI
    url: openapi/chamber-metrics-api-openapi.yml
- aid: chamber:chamber-workloads-api
  name: Chamber Workloads API
  description: List, retrieve, and get statistics for GPU workloads
  humanURL: https://docs.usechamber.io/api-reference/introduction
  baseURL: https://api.usechamber.io/v1
  tags:
  - Workloads
  properties:
  - type: OpenAPI
    url: openapi/chamber-workloads-api-openapi.yml
common:
- type: CapabilityMap
  url: capabilities/chamber-capability-edges.yml
  name: Chamber Business Capability Map
- type: Overlay
  url: overlays/chamber-openapi-overlay.yaml
- type: Website
  url: https://www.usechamber.io
- type: DeveloperPortal
  url: https://docs.usechamber.io/
- type: Documentation
  url: https://docs.usechamber.io/
- type: APIReference
  url: https://docs.usechamber.io/api-reference/introduction
- type: GettingStarted
  url: https://docs.usechamber.io/quickstart
- type: Support
  url: mailto:support@usechamber.io
- type: Blog
  url: https://www.usechamber.io/blog
- type: GitHubOrganization
  url: https://github.com/ChamberOrg
- type: Pricing
  url: https://www.usechamber.io/pricing
- type: SignUp
  url: https://www.usechamber.io/get-access
- type: Login
  url: https://app.usechamber.io
- type: StatusPage
  url: https://status.usechamber.io
- type: LLMsTxt
  url: llms/chamber-llms.txt
- type: Authentication
  url: authentication/chamber-authentication.yml
- type: Conventions
  url: conventions/chamber-conventions.yml
- type: ErrorCatalog
  url: errors/chamber-problem-types.yml
- type: Lifecycle
  url: lifecycle/chamber-lifecycle.yml
- type: Conformance
  url: conformance/chamber-conformance.yml
- type: DataModel
  url: data-model/chamber-data-model.yml
- type: Packages
  url: packages/chamber-packages.yml
- type: SDKs
  url: packages/chamber-packages.yml
- type: CLI
  url: cli/chamber-cli.yml
- type: X-MCPServerCandidate
  url: mcp/chamber-mcp.yml
  note: 'Renamed from MCPServer 2026-09-03 (roadmap#247): the manifest self-describes as status: candidate — a tool list derived
    from the published API contracts, not an existing server. The scorer already read the manifest and reported mcp_server
    correctly; the MCPServer type was crediting the artifact-type surfaces with a server that does not exist.'
- type: AgentSkill
  url: skills/chamber-monitor-gpu-workloads.md
- type: AgentSkill
  url: skills/chamber-track-gpu-capacity.md
- type: DomainSecurity
  url: security/chamber-domain-security.yml
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence