LLM-ready JVM profiler — turns a JFR recording into a compact, source-attributed hot-path & allocation summary that AI coding agents can act on. In-process agent, MCP server, and JMH plugin; library + CLI.

Open Syrian transport and trade location dataset with airports, ports, terminals, UN/LOCODE records, identifiers, coordinates, and source attribution.

This repository focuses only on AI search trace receipts.

Review-gated MCP server for the Ocean Intelligence System — serves the Blue Life Commons corpus to AI agents, source-attributed.

Code for "The Hidden Cost of Pairwise Verification in Synthetic Speech Source Tracing"

Replication package for “Illocutionary Explanation Planning for Source-Faithful Explanations in Retrieval-Augmented Language Models” (xAI 2026): code, data, prompts, and evaluation for chain-of-illocution prompting in textbook-grounded RAG.

Agent skill for adding compact provenance and source-attribution blocks to AI answers.