Blueprints

Blueprints are curated knowledge bundles that give you a head start on AI infrastructure research. Instead of manually gathering documentation, apply a blueprint to instantly populate your workspace with relevant sources, scenarios, and stacks.

What’s in a Blueprint?

Curated Sources

3-6 official documentation links, pricing pages, and technical guides from vendors

Pre-configured Scenarios

1-2 workload configurations with realistic SLOs and constraints

Recommended Stacks

1-2 infrastructure configurations optimized for common use cases

Suggested Prompts

Research questions tailored to the blueprint’s focus

Available Blueprints

Vendor Blueprints

Official documentation from major AI providers:

Vendor	Focus Areas
Anthropic	Claude models, prompt engineering, safety
OpenAI	GPT-4, embeddings, fine-tuning
AWS	Bedrock, SageMaker, infrastructure
Google	Vertex AI, Gemini, TPU optimization
NVIDIA	NIM, TensorRT, GPU optimization
Cohere	Command, embeddings, RAG
Mistral	Open-weight models, deployment

Use Case Blueprints

Curated for specific workloads:

Use Case	Sources Include
RAG Pipeline	Vector DBs, chunking strategies, retrieval patterns
Fine-tuning	Dataset preparation, training best practices
Cost Optimization	Pricing comparisons, caching strategies
Latency Optimization	Benchmark data, streaming, edge deployment
Enterprise Security	Compliance docs, security best practices

Applying a Blueprint

Navigate to Blueprints in the main navigation
Browse by vendor or search for specific topics
Click a blueprint to view its contents
Click Apply to Workspace to import everything
Wait for sources to index (usually 30-60 seconds)
Start researching with pre-populated context

Blueprint Details

Anthropic Claude Blueprint

name: Anthropic Claude
description: Complete Claude documentation and best practices

sources:
  - url: https://docs.anthropic.com/claude/docs/models-overview
    type: documentation
  - url: https://docs.anthropic.com/claude/docs/prompt-engineering
    type: documentation
  - url: https://www.anthropic.com/pricing
    type: pricing
  - url: https://docs.anthropic.com/claude/docs/rate-limits
    type: documentation

scenarios:
  - name: High-Volume Claude Chat
    workload_type: chat
    traffic_profile: high_volume
    slo_requirements:
      p95_latency_ms: 500
      throughput_rps: 500

stacks:
  - name: Claude Sonnet Production
    model:
      provider: anthropic
      model_id: claude-sonnet-4-20250514

RAG Pipeline Blueprint

name: RAG Pipeline
description: Build production RAG systems

sources:
  - url: https://docs.pinecone.io/docs/overview
    type: documentation
  - url: https://python.langchain.com/docs/modules/data_connection/
    type: documentation
  - url: https://docs.anthropic.com/claude/docs/retrieval-augmented-generation
    type: documentation
  - url: https://www.llamaindex.ai/blog/evaluating-the-ideal-chunk-size
    type: blog

scenarios:
  - name: Enterprise RAG
    workload_type: rag
    traffic_profile: medium_volume
    slo_requirements:
      p95_latency_ms: 2000
      throughput_rps: 100

Refreshing Blueprints

Documentation changes over time. Refresh blueprints to:

Re-fetch source content
Update to latest documentation
Maintain accuracy

View the applied blueprint in your workspace
Click Refresh on individual sources
Or click Refresh All to update everything

Creating Custom Blueprints

Want a blueprint for a specific vendor or use case? Request it on GitHub.

API Reference

List Blueprints

GET /api/blueprints

Returns all available blueprints.

Get Blueprint

GET /api/blueprints/{blueprint_id}

Returns blueprint details including sources, scenarios, and stacks.

Apply Blueprint

POST /api/workspaces/{workspace_id}/blueprints/{blueprint_id}/apply

Imports all blueprint contents into the specified workspace.

Search Blueprints

GET /api/blueprints?query=anthropic&category=vendor

Filter blueprints by search query and category.