Enables coding agents to offload quick judgment calls like shipping readiness, file triage, and claim verification to a fast local MCP server with calibrated confidence and safe fallbacks.
Enables coding agents to query a locally running Kev decision model through MCP tools, returning calibrated probabilities for typed questions such as yes/no, choice, and score.
Enables local Laya-MLX typed decisions (classification, scoring, risk routing, and yes/no) for coding agents like Codex, Claude Code, DeepSeek Harness, and Pi via MCP, running entirely on Apple Silicon Macs.