SuperOptiX AI is presented as a comprehensive, full-stack framework for developing and deploying production-grade AI agents. It emphasizes an "evaluation-first" philosophy, integrating behavior-driven development (BDD) for rigorous testing and DSPy-powered optimization to automatically enhance agent performance. The framework supports multi-agent orchestration, offers a unique unified model management system for local and cloud LLMs, and provides a declarative domain-specific language (SuperSpec) for defining agents. SuperOptiX also outlines a five-tier agent evolution system, progressing from simple oracles to autonomous "sovereigns," and includes built-in observability tools for monitoring and debugging agents.

Website : https://superoptix.ai

Docs: https://superagenticai.github.io/superoptix-ai/

Superagentic AI : https://super-agentic.ai

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