Armada
Multi-agent orchestration framework for coordinating AI coding teams through phased contracts with evidence gates, role dispatch, and content collections.
Washington, D.C.
Rafael Macalaba
Highlights
All work →ai4data
World Bank toolkit for AI-assisted analysis of development data.
data360-mcp
Model Context Protocol server for the World Bank Data360 platform.
Recent writing
All writing →armada: orchestrating AI agent teams with evidence gates
Introducing armada, an open-source tool that splits coding work into evidence-gated phases and dispatches specialist subagents.
Field Order Should Not Matter: Permutation-Invariant Embedding Model Fine-Tuning for Structured Metadata Retrieval
Permutation-invariant fine-tuning approach for embedding models applied to structured metadata retrieval.
AI for Monitoring and Classifying Data Used in Research Literature
Methods for AI-assisted monitoring of how datasets appear in published research, including classification of usage context.