SuperOptiX is the only framework that optimizes across every layer of the agentic stack. From prompts to RAG, tools to memory, protocols to datasets — one platform, complete optimization.
Traditional frameworks optimize prompts only. SuperOptiX optimizes the entire agentic stack.
The world's first framework-agnostic optimizer. Works across DSPy, OpenAI, CrewAI, Google ADK, Microsoft, DeepAgents, and Pydantic AI.
Evolutionary optimization of system prompts, instructions, and reasoning patterns using GEPA's reflective analysis.
Optimize retrieval queries, chunking strategies, and context selection for maximum relevance and accuracy.
MCP-based tool optimization for better parameter selection, execution strategies, and tool coordination.
GEPA-optimized memory selection to fit within LLM context windows, improving quality while reducing token usage.
Optimize Model Context Protocol integration for enhanced tool communication and agent interoperability.
Advanced DSPy optimizers including BootstrapFewShot, MIPROv2, and SIMBA for specialized optimization scenarios.
Import and leverage datasets from CSV, JSON, Parquet, and HuggingFace for data-driven optimization.
GEPA delivers proven performance improvements across all supported frameworks.
| Framework | Agent | Baseline | After GEPA | Improvement |
|---|---|---|---|---|
| 🔬 DSPy | Sentiment Analyzer | 37.5% | 80.0% | +42.5 pts 🏆 |
| 👥 CrewAI | Research Crew | 75% | 100% | +25 pts ⭐ |
| 🤖 OpenAI SDK | AI Assistant | 100% | 100% | Maintained |
| 🔍 Google ADK | Gemini Assistant | Ready | — | Available |
| 💠 Microsoft | Enterprise Agent | Ready | — | Available |
| 🐍 Pydantic AI | Type-Safe Agent | Ready | — | Available |
The same optimization workflow works across every supported framework.
Start with GEPA and experience the power of universal agent optimization.