Leonie Monigatti

Leonie Monigatti

Senior Developer Advocate

Helps developers build search-powered AI agents.

Articles by Leonie Monigatti
Agentic AI

The shell tool is not a silver bullet for context engineering

Learn what context-retrieval tools exist for context engineering, how they work, and their trade-offs.

Leonie Monigatti
Agentic AIInside Elastic

Building effective database retrieval tools for context engineering

Best practices for writing database retrieval tools for context engineering. Learn how to design and evaluate agent tools for interacting with Elasticsearch data.

Leonie Monigatti