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OuterSpace Apizr
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Academy
Examples
User guide
Developer guide
Operations guide
Architecture guide
Reference
OuterSpace Apizr
alien6-studio/outerspace-apizr
Start here
Start here
Install Apizr
Make your first calls
Initialize your project
Notebook to prediction
The full journey
Academy
Academy
Build interfaces
Build interfaces
01 · Install Apizr. Understand your setup.
02 · Read your code. Understand the contract.
03 · Existing Python. A real REST API.
04 · Existing Python. Real MCP tools.
05 · Generate an image. Expose MCP. Call it with Ollama.
Understand experiments
Understand experiments
06 · Before training, what do we actually know?
07 · From intention to an observed experiment Run.
08 · The score moved. What else changed?
09 · From a Run to one selected prediction.
Track and review
Track and review
10 · One model. Two thresholds. Explicit observations.
11 · A cell reruns. What does history mean?
12 · Real data. Measured Runs. Careful review.
Core concepts
Core concepts
Capabilities
Readiness
Exposure
Execution
Interfaces
Examples
Examples
Compare fraud experiments
Share a prediction
Share a business quote
Calculate a delivery route
Reuse unfinished research
Hand over a service image
User guide
User guide
Inspect an experiment
Run trusted code and keep history
Compare two runs
Choose what becomes public
Share a selected experiment
Call a REST service
Call an MCP tool
Notebooks, files and dependencies
Fix a refused function
Record a script or notebook
Developer guide
Developer guide
Prepare functions and modules
Compile with the public Python API
Consume HTTP and MCP
Validate and generate in CI
Export client collections
Regenerate safely
Extend Apizr
Operations guide
Operations guide
Environments and permissions
Start, verify and stop a service
Choose execution controls
Build and deliver an image
Preserve configuration and evidence
Diagnose failures
Architecture guide
Architecture guide
Follow the whole system
Components and responsibilities
From source to interfaces
Experiments and artifact identities
Request and execution boundaries
Extensions and service delivery
Static compilation contracts
Static compilation contracts
Repository Scanner and Catalog
Capability IR
Capability Graph
Static readiness
Repository Readiness
Exposure Plan
Repository Bundle
Experiment evidence contracts
Experiment evidence contracts
Experiment evidence
Experiment inputs
Seeds and environment evidence
Metrics and output artifacts
Generation and execution contracts
Generation and execution contracts
REST generator
MCP generator
Execution Policy
OCI container execution
Governed repository execution
Governed REST and MCP
OCI-governed REST and MCP
Subprocess deny
Integrity and security contracts
Integrity and security contracts
Delivery identities
Artifact principles
Security baseline
Capture and providers
Capture and providers
Experiment evidence v2
Tracking SDK
Scientific providers
Transport admission
Engine performance
Code organization
Workspace contract
Reference
Reference
Concepts and limits
Command workflows
Command workflows
Inventory source
Inspect relationships
Inspect one source
Assess readiness
Plan and build repository interfaces
Execute one function
Project configuration
Public Python compiler API
Extension invocation API
Operator permissions
Git sources
SSH Git sources
Plugins and delivery contracts
Plugins and delivery contracts
Install and manage extensions
Prepare plugin profiles
Catalog profiles
Project plugin locks
Analysis MCP server
OCI service images
Attest delivery proofs
Attest OCI artifacts
Proof-required admission
External governance
Multi-destination delivery
Compatibility notes
Legacy pipeline — compatibility
Legacy pipeline — compatibility
Generate a legacy API and container
Legacy standalone commands
Legacy standalone commands
Analyze Python
Generate FastAPI
Generate Docker files
Legacy pipeline components
Legacy pipeline components
Notebook conversion
Python analysis
FastAPI generation
Docker generation
Legacy HTTP generation service
Legacy HTTP generation service
Service and project upload
Python analysis endpoint
FastAPI generation endpoint
Notebook conversion endpoint
Docker generation endpoints
Pipeline plugins
Behavior contract
Releases
Releases
0.4.5
0.4.4
0.4.3
0.4.2
0.4.1
0.4.0rc1 (RC)
0.3.0
0.2.1
0.2.0
0.4.6
Migrate to 0.4.6
Removed Python imports
Contributing
Contributing
Overview
Build from source
Development and checks
Package an extension
Publication and documentation cutover
Extension packaging ADR
Code organization
Release branch governance
Publish a release
MCP distribution qualification
Public listings
Verify builds and releases
Managed Attest identity
Dependency maintenance
Homebrew build inputs
Code of conduct
License
Plugin preparation qualification
Qualification scripts
VS Code distribution
Tracking SDK
Scientific providers
VS Code extension
Editor protocol
Telemetry and privacy
Code of Conduct
The canonical
Code of Conduct
is maintained at the repository root.
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