Documentation / SDK
Build reliability evidence in Python.
The SDK track covers code-level instrumentation, local analysis, simulation and dataset contracts, causal evidence, regression promotion, and release decisions.
Install iso-obs from PyPI. The shared schema package and optional command-line client are published separately and versioned explicitly.
Choose a path
Start with the engineering question you have.
- 01Instrument
Wrap an existing evaluation loop and preserve ordered observations, actions, metrics, and artifacts.
- 02Analyze
Compare versions, map failure boundaries, test mechanisms, and retain uncertainty.
- 03Operationalize
Submit versioned reports to Studio and promote reproduced failures into regression evidence.
SDK guides
Move from one run to a release decision.
Get started
Install the package, authenticate, and record the first run.
Evaluate behavior
Align traces, compare candidates, and quantify paired effects.
Find failures
Map boundaries, test counterfactuals, and preserve reproductions.
Class reference
Find the plans, reports, functions, and modules behind each workflow.
Looking for buttons, navigation, workspace behavior, rendering, or managed execution? Open the Studio guides.