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πŸ‘€ Written & Reviewed by Bill Gao (Lead Editor) β€’ Aug 30, 2026 β€’ ai-code

Doberman Review 2026: Runtime guardrails that gate your AI coding agent

Doberman is runtime guardrails for AI coding agents. It sits on the execution path as a transparent MCP proxy or host hook and intercepts every input, output, and tool call with a PASS / AUTH / BLOCK verdict. It fails closed.

Doberman

What Doberman Does

Doberman is the β€œwatchdog” for AI coding agents. Positioned on the runtime execution path as a transparent MCP proxy or host hook, it intercepts every input, output, and tool call before execution and returns one of three verdicts: PASS (zero friction), AUTH (pause for human approval), or BLOCK (never runs). On any error or uncertainty it fails closed β€” the action is denied.

Key Features

  • Fail-closed: uncertain or errored actions are denied, never silently run
  • Three verdicts β€” PASS, AUTH (with repeat-action quick-confirm), BLOCK
  • MCP proxy or native host hook for Claude Code, Codex, Cursor, Claude Desktop
  • Audit logs, telemetry toggle, and strictness dials (Light to Paranoid)
  • Self-protecting: agents cannot rewrite Doberman’s own config or state

Who Should Use Doberman

Developers running autonomous coding agents who fear an rm -rf-style disaster, and security/platform teams needing policy enforcement and audit trails for agent fleets.

Pros and Cons

Pros

  • Strong default posture β€” fail closed on doubt
  • Flexible integration (MCP or host hooks)
  • Auditable with adjustable strictness

Cons

  • Setup and policy tuning add overhead
  • Heuristic false positives on obfuscated or nested commands
  • Narrow audience β€” mainly security-conscious operators

Pricing

Free and open source under Apache-2.0.

FAQ

Which agents does it support?

Claude Code (hooks), Codex CLI (PreToolUse), Claude Desktop/Cursor (MCP proxy), OpenClaw (native), and any MCP-compatible agent.

What happens if approval times out?

A timed-out approval is recorded as timeout and denied β€” fail-closed by design.

✍️
Bill Gao Lead Editor

Founder and lead editor at 9bests. Oversees software evaluations, documented taxonomy models, and qualitative editorial ratings. Read our full editorial methodology.

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