Tools Give Models Hands

📰 Medium · DevOps

Learn how AI agents like Claude Code can interact with infrastructure tools like Terraform, and why setting proper permissions is crucial to prevent unintended damage.

intermediate Published 18 Jun 2026
Action Steps
  1. Configure Terraform to use a state file
  2. Set proper permissions for AI agents like Claude Code
  3. Test AI agent interactions with infrastructure tools
  4. Monitor and audit AI agent activities
  5. Implement safeguards to prevent unintended infrastructure changes
Who Needs to Know This

DevOps teams and developers working with AI agents can benefit from understanding the importance of tool permissions and state file management to prevent infrastructure damage.

Key Insight

💡 Proper tool permissions and state file management are crucial when working with AI agents to prevent unintended infrastructure damage.

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💡 AI agents can interact with infrastructure tools, but proper permissions are key to preventing damage. #AI #DevOps

Key Takeaways

Learn how AI agents like Claude Code can interact with infrastructure tools like Terraform, and why setting proper permissions is crucial to prevent unintended damage.

Full Article

Title: Tools Give Models Hands

URL Source: https://medium.com/@peter.mccann.strain/tools-give-models-hands-5a3cf8664ce8?source=rss------devops-5

Published Time: 2026-06-18T19:01:00Z

Markdown Content:
# AI Agent Tool Permissions Set the Blast Radius | Medium

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## ARCHITECTING THE AI COWORKER · 9/22

# Tools Give Models Hands

## A missing state file let one instruction destroy live infrastructure. Score the tool, not the model. · Architecting the AI Coworker · 9/22

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In late February 2026, Alexey Grigorev set out to tidy up the infrastructure behind DataTalks.Club, the data-engineering community he runs. The cloud setup was defined in Terraform, the tool that lets you describe servers and databases as code and have them built to match. He had Claude Code, an AI coding agent, helping with the migration. By his own first-person account of what followed, the agent could not find the Terraform state file, the record that maps the w
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