elibuilds

• Built a containerised agent execution runtime enabling safe shell, file, and network operations within isolated Linux environments. • Designed a tool orchestration layer using MCP for dynamic tool discovery, controlled execution, and structured model–system interaction. • Implemented multi-agent workflows with persistent task state, memory, and reasoning traces (LibSQL + PostgreSQL/pgvector). • Developed a resilient process supervision layer (PM2 + Docker) with persistent shells and native security tooling. • Added observability, audit logging, and safety controls to ensure deterministic, traceable agent behaviour. • Contributed to platform-wide architecture, scaling, and security design.