tool-use

Agent Platform for AI-Native Companies

Agentic Android Open Source Project (AAOSP) — Android fork with native LLM system service, MCP-aware apps, and an agent-driven launcher. On-device Qwen 2.5 via llama.cpp. Apps declare tools in their manifest. The OS runs the model.

Deterministic governance gate for AI agent tool calls — validates every call against a versioned, approved contract (allow / warn / review / block) with no LLM in the decision path.

Partner AI Agent Runtime

Task-oriented Wenchang knowledge-agent prototype with Spring Boot, local RAG, native tools, MCP workflows, approvals, and generated artifacts.

AI Incident Diagnosis Agent — an LLM-powered agent that turns Prometheus alerts into root-cause analysis with grounded, executable evidence. Java · Spring Boot · tool calling · RAG

Minimal ReAct-style LLM agent loop in Java: tool registry, tool-call retries, scripted eval harness.