Brian Jin

Any programming languages, data platforms, ML platforms, AI agents, MCP, system architecture, and open-source specification design.

Agent evaluation, MCP, rules-as-code, abstention and escalation, and how open standards can make business AI systems more reliable.

Judgment Pack Specification, its Go runtime and evaluator, MCP and Gateway integrations, and a growing library of real-world judgment packs.

Open-source collaboration, spec review, Go and MCP contributions, agent-evaluation research, and real-world judgment-pack use cases.