Try to Hack My AI-Agent Workflow: GitHub Issues as a Control Surface

📰 Dev.to · Alex Gusev

Learn to control an AI-agent workflow using GitHub Issues as a control surface and understand the potential security implications

intermediate Published 22 May 2026
Action Steps
  1. Open a GitHub Issue to interact with the AI-agent workflow
  2. Analyze the workflow's response to different inputs and commands
  3. Test the security of the workflow by attempting to hack it
  4. Configure the workflow to respond to specific GitHub Issue labels or keywords
  5. Evaluate the potential applications and risks of using GitHub Issues as a control surface for AI-agent workflows
Who Needs to Know This

Developers and DevOps teams can benefit from this experiment to explore the intersection of AI, automation, and security, while security experts can analyze the potential vulnerabilities

Key Insight

💡 GitHub Issues can be used as a control surface for AI-agent workflows, but this also introduces potential security risks

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🚀 Control an AI-agent workflow using GitHub Issues! 🤖💻

Key Takeaways

Learn to control an AI-agent workflow using GitHub Issues as a control surface and understand the potential security implications

Full Article

I built a small public experiment. You can open a GitHub Issue and ask an AI-agent workflow to...
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