Developer creates Salesforce AI context file to fix deprecated Apex code

A developer created an `llms.txt` file for Salesforce to provide AI coding agents with up-to-date information, addressing the issue of stale training data leading to deprecated code. This file includes current Salesforce patterns, security defaults, and API versions, contrasting them with outdated practices. Initial tests show that while AI models are generally capable, providing this context significantly improves the generated code's adherence to current security and API standards, such as using User Mode for SOQL and DML operations. AI

IMPACT This approach could become a standard for improving AI code generation accuracy in specialized enterprise environments.

RANK_REASON Developer-created tool to improve AI code generation for a specific platform.

Read on dev.to — LLM tag →

• ChatGPT
• Sonnet 4.6
• llms.txt
• Opus 4.8
• Salesforce
• sf-llms-context

• product
• other

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