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2026-07-20 · 7 min read

Protecting Source Code with AI Assistants

How to keep using Copilot and ChatGPT for coding while protecting source code, secrets, and unpublished intellectual property.

Code is high-value prompt content

Source code reveals architecture, business logic, and sometimes credentials. Developers need AI help — and organizations need guardrails that do not feel like punishment.

Developer-friendly protections

Prefer warn-on-secret patterns, allow scrubbed snippets, and inspect large pastes. Pair Copilot admin settings with a browser AI security extension for chat-based coding help.

Put prompt protection into practice

Install the Aegis AI security extension to inspect ChatGPT, Claude, Gemini, and Copilot prompts before they leave the browser.