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A newer version of the Gradio SDK is available: 6.20.0
title: Docker & Kubernetes Data Validation and Enrichment API
emoji: 🤖
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: mit
Docker & Kubernetes Data Validation and Enrichment API
Stop deploying with dirty data — misconfigured Kubernetes pods and inconsistent Docker metadata cause 80% of runtime failures. This API validates and enriches your container data before it hits production.
Unlike generic validation tools, this REST API specifically targets Docker and Kubernetes data structures — from pod specs to ConfigMaps — and automatically enriches them with contextual metadata like lineage, ownership, and compliance tags. It eliminates the manual chore of checking every YAML file and ensures your cluster runs on clean, reliable data.
What's Included
- Real-time validation of Kubernetes resources (pods, deployments, services, ConfigMaps) against cluster best practices and custom rules
- Automatic enrichment with Docker image metadata, including vulnerability scores, maintainer info, and base image lineage
- Simple REST API — send a JSON payload of your Kubernetes manifest or Dockerfile and receive a validated, enriched response
- Custom rule engine for data validation (e.g., enforce naming conventions, required labels, resource limits)
- Batch processing support — validate and enrich multiple resources in a single API call for CI/CD pipelines
Who Is This For
- DevOps engineers tired of runtime failures caused by missing labels or invalid container images
- Platform teams building internal developer portals who need clean, enriched Kubernetes data
- SREs looking to automate pre-deployment checks and reduce toil from manual YAML reviews
- Data engineers running containerized data pipelines who must ensure metadata consistency across clusters
How It Works
Sign up to get your unique API key, then send a POST request with your Kubernetes manifest or Docker image reference. The API instantly validates the data against your custom rules and enriches it with contextual metadata — all returned as a clean JSON response ready for your CI/CD pipeline.
Frequently Asked Questions
Does this API support both Docker and Kubernetes data in the same request? Yes, you can send a mixed payload containing Dockerfile instructions and Kubernetes YAML. The API will process each part appropriately — validating the Docker build steps and enriching the Kubernetes resources.
What kind of enrichment data do I get for Docker images? You get image vulnerability scores (CVE count, severity), maintainer info, base image lineage, layer size breakdown, and registry metadata. All enrichment is pulled from public registries and can be extended with your private registry.
Can I define my own validation rules? Absolutely. You create custom rules via the API's rule management endpoint — set constraints like 'all deployments must have a 'team' label' or 'container CPU limits must be set'. The validation engine applies them to every request.
Is there a rate limit on the $42.23 plan? The plan includes 5,000 API calls per month with a burst rate of 100 calls per minute. If you need more, you can upgrade or contact us for custom plans.
How do I integrate this into my CI/CD pipeline? Simply add a curl command or use our Python/Go SDK (included in the purchase) to call the API before your 'kubectl apply' step. If validation fails, the pipeline stops and returns a detailed error report.
What You Get
- Instant digital download
- Complete REST API with full documentation
- Free updates for life — pay once, own forever
- Setup guide and usage instructions
Stop fixing broken YAML and start shipping clean, enriched Kubernetes data today — one API call at a time.
Get the Full Version
- Demo: Free on Hugging Face Spaces
- Buy on Gumroad — Instant download
- Buy Now — Secure checkout
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