Optimize Agents across Prompts, RAG, Tools, Memory, and Context. Define once, deploy anywhere, across frameworks, protocols, and optimizers.
🏭 The Agent Building Factory: Generate tailored agents for each business use case with the most effective framework and tech stack.
You Do Context Engineering.
SuperOptiX Does Agent Engineering.
The only platform that brings full-stack optimization to agentic AI
Built-in testing and validation from day one. Define behavior scenarios, run automated evaluations, track metrics.
Works with DSPy, OpenAI SDK, CrewAI, Google ADK, Microsoft, and DeepAgents. One workflow, six frameworks.
Define once, deploy anywhere. Switch between frameworks, protocols, and optimizers without rewriting.
Unified agent development that adapts to changing technologies. Your specifications stay constant as frameworks evolve.
Everybody is trying to solve it. Nobody has succeeded. Until now.
Without optimization, AI and agents aren't going anywhere.
Not even close to production.
Optimization at each layer is what makes agents production-worthy.
SuperOptiX is fully focused on solving the optimization of agents at each layer, making them truly production-worthy.
Automatic prompt evolution and refinement
Structured context engineering
End-to-end workflow refinement
Hyperparameter and configuration tuning
SuperOptiX is the first universal agent optimization framework that brings end-to-end optimization to AI agents across 6 major frameworks. Build, evaluate, and optimize agents from any framework with a unified workflow powered by GEPA (Genetic-Pareto).
Unlike frameworks that only build agents, SuperOptiX makes optimization, evaluation, and quality assurance core to the development lifecycle. Whether you're using DSPy, OpenAI SDK, CrewAI, Google ADK, Microsoft, or DeepAgents, SuperOptiX gives you the power to optimize and deploy production-grade agents.
RSpec-style BDD specifications with built-in testing and validation from day one. Define behavior scenarios, run automated evaluations, track metrics across optimization iterations.
Automatic optimization across all 6 major agent frameworks with proven results. Achieve significant improvements with just 3-10 training scenarios.
Works with DSPy, OpenAI SDK, CrewAI, Google ADK, Microsoft, and DeepAgents. One workflow, six frameworks, unlimited possibilities.
Declarative language for agent specifications with Kubernetes-style versioning. Write once, deploy to any framework.
SuperOptiX is the Agent Building Factory for tailored business use cases. We generate different agents for each unique requirement, selecting the most effective framework and tech stack.
Supporting the Forward Deployed Agents (FDA) approach, SuperOptiX enables you to build production-ready agents optimized for your specific business needs.
Each business has unique requirements. SuperOptiX generates custom agents specifically designed for your use case, not generic solutions.
We analyze your requirements and select the most effective framework (DSPy, OpenAI SDK, CrewAI, etc.) and tech stack for maximum performance.
Built to support Forward Deployed Agents methodology. We deploy, you train, they deliver. Production-ready agents from day one.
SuperOptiX is designed for forward-thinking teams and individuals who are ready to build the next generation of AI systems.
Building agent copilots and autonomous systems
Create sophisticated multi-agent architectures with built-in optimization, testing, and deployment pipelines.
Deploying LLM-native workflows and agent stacks
Accelerate your AI product development with composable, scalable agent infrastructure.
Seeking scalable, composable, multi-agent infrastructure
Build enterprise-grade AI systems with robust governance, security, and observability.
Experimenting with agent simulations and protocols
Push the boundaries of AI research with advanced agent architectures and simulation capabilities.
Wanting reproducible, test-driven, fine-tuned agents
Achieve peak performance with systematic optimization, testing, and continuous improvement.
Four revolutionary features that set SuperOptiX apart
One optimization workflow, 6 frameworks:
The only optimizer that works across ALL frameworks:
SuperOptiX works seamlessly with 6 major AI frameworks. Write your agent specification once with SuperSpec DSL, then deploy to any framework with a single command.
Complex reasoning & research
Simple & fast agents
Multi-agent teams
Gemini-native integration
Enterprise Azure integration
Complex planning & reasoning
The (Genetic-Pareto (GEPA) is the world's first framework-agnostic optimizer. It works seamlessly with DSPy, OpenAI, CrewAI, and all other supported frameworks.
SuperOptiX is pioneering a new deployment model for the Agentic AI era. Instead of traditional SaaS, we deploy intelligent agents directly into your environment.
Forward Deployed Agents (FDA) is our innovative business model where we deploy intelligent AI agents directly into your environment—on-premise, private, and secure.
Ultimate privacy and control in your infrastructure
Clients train agents with their own data and workflows
Scale together once outcomes are proven
SuperOptiX is deployed directly into your environment as an on-premise sandbox. Zero data leaves your infrastructure.
Use your own data, workflows, and constraints. Experiment freely with prompts, RAG, tools, and optimization strategies.
Agents learn, adapt, and evolve continuously. They integrate with real-world data and co-evolve with your needs.
Once outcomes are proven, we scale together. You own your data, your agents, and your outcomes.
"We deploy the agents. Clients train them. They deliver.
Once outcomes are proven, we scale together."
You Own Your Data
You Own Your Agents
You Own Your Outcomes
Deploy agents, not teams. Prove value before you pay. Build trust before you scale.
Other frameworks make you choose between building agents OR optimizing them. SuperOptiX does both - and works with ALL major frameworks.
Build in ONE framework only
No universal optimizer
Manual testing & evaluation
Framework vendor lock-in
Limited RAG/MCP support
Build in ANY of 6 frameworks
GEPA universal optimizer with proven results
RSpec-style automated testing
Zero framework lock-in
Full RAG & MCP optimization
SuperOptiX makes optimization a first-class citizen, not an afterthought. Every agent is designed to be evaluated and optimized from day one with RSpec-style BDD scenarios.
SuperOptiX provides a unified optimization workflow across DSPy, OpenAI SDK, CrewAI, Google ADK, Microsoft, and DeepAgents with the same GEPA optimizer.
Same workflow across ALL frameworks - choose your framework, keep the optimization power
Talk naturally to SuperOptiX. Build, optimize, and deploy AI agents without memorizing commands.
Talk to SuperOptiX naturally. No need to memorize complex commands. Just say what you want.
Industry-standard Model Context Protocol support. Connect to filesystems, databases, and APIs seamlessly.
Works completely offline with Ollama and MLX. Your data stays on your machine. 100% privacy guaranteed.
Switch between Ollama (local), OpenAI (cloud), and Anthropic (cloud) models instantly.
58+ engaging animations and rotating messages keep the experience fresh and delightful.
Ask questions about SuperOptiX, GEPA, RAG, Memory, and more. Intelligent assistance built-in.
SuperOptiX is the only framework that optimizes across every layer of the agentic stack with a universal, framework-agnostic approach
Evolutionary optimization of:
Context optimization across:
MCP protocol optimization for:
Intelligent optimization of:
Framework-agnostic optimization means GEPA works the same whether you're using DSPy, CrewAI, OpenAI SDK, or any other framework.
No framework-specific tricks. No vendor lock-in. Just pure, portable optimization across your entire agentic stack.
Optimize everything. Switch anything. Break nothing.
Everything you need for production-grade AI agents
Write behavior-driven specifications (like RSpec for Ruby) and validate agent performance automatically.
GEPA optimizer delivers proven performance improvements across all frameworks.
Build complex multi-agent systems with coordination and communication.
Deploy with confidence using built-in monitoring, tracing, and observability.
Short-term, long-term, and vector memory for intelligent agent interactions.
Connect to ChromaDB, LanceDB, Weaviate, Qdrant, Milvus, and more.
Support for OpenAI, Anthropic, HuggingFace, Ollama, MLX, and local models.
Run locally with Ollama/MLX or scale to cloud with vLLM/SGLang/TGI.
Build agents based on maturity level or layer. Each tier represents a different sophistication level, from simple question-answering to autonomous decision-making. Custom pricing for each maturity layer.
Simple, fast question answering system
Maturity: Entry
Complexity: Low
Status: ✅ Available
Multi-step reasoning with tools & RAG
Maturity: Intermediate
Complexity: Medium
Status: ✅ Available
MCP & A2A support, advanced workflows
Maturity: Advanced
Complexity: High
Status: ✅ Available
Through our Forward Deployed Agents (FDA) model, all tiers are deployed on-premise, private, and secure. Pricing is customized based on the maturity layer you choose, deployment scope, and your specific requirements.
SuperOptiX core is now 100% framework-independent. Choose only what you need!
Core only (no frameworks)
pip install -U superoptixWith DSPy (for GEPA optimization)
pip install -U superoptix[frameworks-dspy]With specific framework
pip install -U superoptix[frameworks-openai]pip install -U superoptix[frameworks-crewai]pip install -U superoptix[frameworks-google]