> ## Documentation Index
> Fetch the complete documentation index at: https://uom-demo.vercel.app/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# deterministic_checks

> [<span className="flex items-center gap-1"><Icon icon="external-link"/>View Source</span>](https://github.com/corovcam/Universal-Object-Mapping/tree/main/services/orchestrator/src/react_agent/utils/deterministic_checks.py)

Utilities for deterministic checks on translation outputs and validation states in React Agent.

This module implements deterministic checks and validations on translation outputs. It evaluates
the structure of generated Java/C# source code, identifies disallowed helper constructs, searches
message histories for compiler outcomes, and compiles structured feedback messages to steer
the LLM generation nodes back to compliance before completing a graph run.