Unlocking AI’s Future: The Power of AI Agents and Eval Driven Development
In the fast-evolving landscape of AI, agents have become essential. Leveraging the MCP protocol, they enable seamless communication between Large Language Models (LLMs) and data sources, transforming how businesses interact with technology.
Key Insights:
- AI Agents’ Role: They integrate various tools and data into a unified system, simplifying complex solutions.
- Eval vs Tests: Traditional software testing falls short for non-deterministic AI systems. Continuous testing—termed “evals”—ensures optimal performance.
- Eval Driven Development (EDD): Mimicking Test Driven Development, EDD prioritizes proactive evaluation, building robust systems that adapt and comply with regulations.
By utilizing EDD, organizations can enhance trust and transparency. As the AI landscape grows, starting with evals is your first step towards ensuring reliability.
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