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_posts/2025-08-07-ai-programming-tools.md

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**Threat:** AI assistant's model potentially collect and scan the code that contains hardcoded credentials even users do not include in the prompt. The secret is then used in the model's training data, creating a risk that an attacker could extract it via prompt injection, leading to a service breach.
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<button class="collapsible"><strong> Are `.gitignore` and `.env` files sufficient for protection?</strong></button>
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**Threat:** An AI tool generates code derived from a copyleft-licensed project. Integrating this into a proprietary product can cause license contamination, legally requiring the company to open-source its code and creating IP risk.
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<button class="collapsible"><strong> What is 'IP Indemnity' and does it cover legal costs?</strong></button>
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**Threat:** Proprietary code submitted to an AI service may be stored on the provider's servers, creating a risk of intellectual property exposure in the event of a data breach.
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<button class="collapsible"><strong> How do I prevent long-term storage of my code on provider servers?</strong></button>
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