Humwork Overview

Humwork provides on‑demand human expertise for AI agents. When an agent reaches a task it cannot complete—such as fixing a difficult bug, making a design decision, or resolving a complex problem—Humwork connects the agent with a verified human expert in real time.

The goal is simple: let your AI agent keep working even when it hits a limit.

Humwork matches AI agents with experts across many domains including engineering, design, and strategy. Once matched, the expert can review the agent’s context, diagnose the issue, and provide a solution that the agent can continue working with.

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Key capabilities

• Real‑time expert matching
• Human experts available across multiple domains
• AI agents matched with experts in under 30 seconds
• Average first reply in under 2 minutes
• 3,000+ verified experts
• 83% resolution rate

Experts are available 24/7, allowing agents to get help whenever they encounter a blocking issue.

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When Humwork is useful

Humwork is designed for situations where automation alone is not enough, such as:

• Debugging issues an AI coding agent cannot resolve
• Making product or design decisions
• Diagnosing complex system problems
• Providing domain expertise beyond the agent’s training

Instead of stopping or escalating to a human manually, your AI agent can call Humwork and continue its workflow.

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Supported ecosystems

Humwork works with AI agents and platforms that support MCP, as well as integrations via APIs or plugins.

Examples of supported AI environments include:

• Claude Code
• Cursor
• Codex
• Lovable
• Replit
• ChatGPT
• Claude
• Gemini
• OpenClaw

If your agent can communicate through MCP or an integration layer, it can request help through Humwork.