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Full Stack Agentic AI Optimization Framework - Universal GEPA optimizer for major frameworks

Project description

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SuperOptiX AI

Full Stack Agentic AI Optimization Framework

Evaluation-first workflow, framework-native pipelines, and GEPA optimization.


Quick Install

Recommended CLI install with uv

uv tool install superoptix
super --help

Add framework dependencies in the same tool environment

# OpenAI Agents SDK
uv tool install superoptix --with "superoptix[frameworks-openai]"

# Claude Agent SDK
uv tool install superoptix --with "superoptix[frameworks-claude-sdk]"

# Google ADK
uv tool install superoptix --with "superoptix[frameworks-google]"

# Pydantic AI
uv tool install superoptix --with "superoptix[frameworks-pydantic-ai]"

# DeepAgents
uv tool install superoptix --with "superoptix[frameworks-deepagents]"

# Microsoft Agent Framework (legacy support)
uv tool install superoptix --with "superoptix[frameworks-microsoft]"

# CrewAI (see note below)
uv tool install superoptix --with "superoptix[frameworks-crewai]"

CrewAI and DSPy have dependency constraints that may require separate environments in some setups.

Alternative with pip

pip install superoptix

Requirements: Python 3.11+


Framework Support

SuperOptiX supports compiling and running agents across:

  • DSPy
  • OpenAI Agents SDK
  • Claude Agent SDK
  • Pydantic AI
  • CrewAI
  • Google ADK
  • DeepAgents
  • Microsoft Agent Framework (legacy support)

Core Workflow

# Pull
super agent pull developer

# Compile minimal pipeline
super agent compile developer --framework dspy

# Run
super agent run developer --framework dspy --goal "Design a migration strategy"

# Optional optimization path
super agent compile developer --framework dspy --optimize
super agent optimize developer --framework dspy --auto light

Featured Capabilities

  • RLM support (experimental)
  • StackOne connector integrations for SaaS tools
  • GEPA optimization flow across frameworks
  • Minimal runtime pipelines by default with optional optimization lifecycle

Documentation


SuperOptiX Lite (Companion Repo)

For a lightweight, MIT-licensed starter kit focused on OpenAI Agents SDK + GEPA:

git clone https://github.com/SuperagenticAI/superoptix-lite-openai.git

Support


Telemetry

SuperOptiX collects anonymous usage data to improve the tool.

To disable telemetry:

export SUPEROPTIX_TELEMETRY=false

License

Apache License 2.0. See LICENCE.

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