This startup provides a service to detect and mitigate the risks associated with LLM agents generating backend code. It addresses the “Constraint Decay: The Fragility of LLM Agents in Back End Code Generation” problem by offering a layer of automated analysis and validation. AgentGuard would integrate with development workflows, analyzing code generated by LLM agents for potential security vulnerabilities, performance issues, and adherence to best practices. It would provide developers with actionable feedback and automated fixes, ensuring the reliability and security of AI-generated code.