agent-architecture-analysis

To audit an LLM agent codebase for architectural compliance, provide the root path of your project to run a deep structural analysis against the 12-Factor Agents methodology and receive a comprehensive compliance report.

The 12-Factor Agents methodology is a systematic standard evaluating architectural maturity in LLM-powered applications, focusing on prompt management, state handling, tool-use patterns, and human-in-the-loop mechanisms to ensure resilience and maintainability.

You identify technical debt and anti-patterns in agent logic by performing a gap analysis that detects hardcoded prompts, unvalidated tool outputs, and missing human-in-the-loop mechanisms during an architectural review.

Yes, an architecture audit requires file-level access to agent logic, prompt templates, and state management modules to perform deep structural analysis and accurately assess system compliance.

You should run a 12-Factor compliance audit when onboarding a new agentic project or preparing an existing LLM-powered system for production to ensure it is resilient, observable, and maintainable.