Jev + Claude Code = The Cheapest Agentic Coding Loop Yet

Also filed under Agents & browsers

• Evaluates Tool-Using Agents with Jev in CI

  The project evaluates a real tool-using AI agent using code checks, a calibrated Jev judge, and an LLM judge. It is wired into CI.

• Watchdog for AI Coding Agents

  Jev Watch is a watchdog for AI coding agents that stops Codex or OpenCode when they loop, stall, or drift off task, then resumes the same session with a correction.

• Fraud Investigation Agent

  The author is building a fraud investigation agent using Jev and TigerGraph. Its flow goes from an alert through graph evidence, a Bayesian update, a pattern, Jev’s extra lookup, policy, a verdict, and human approval.

• Coding-Agent Runtime Using Jev Decisions

  Distill is a coding-agent runtime that uses Jev decisions for model routing, context retention, and tool selection.