The Importance of Validation and Human Oversight

Key Points:

• Why LLM output is a starting point, not a finished product.
• The risks of unchecked generated code: bugs, security vulnerabilities, performance issues, technical debt, non-compliance with standards.
• The human role in verifying alignment with the specification, overall system design, performance requirements, and security policies.
• The necessity of comprehensive testing (unit, integration, end-to-end) regardless of how the code was generated.
• Ethical considerations related to using LLMs for code (bias in training data, security implications).