Summary — Your Next Steps as an AI Architect

Short summary

Comprehensive production operations framework for AI architects spanning seven phases: evals and observability for quality assurance, defense-in-depth security with input/output validation and rate limiting, MLOps with CI/CD gates, LoRA fine-tuning, multi-agent orchestration using specialized workers, and EU AI Act compliance governance. Includes 22 implementation files with concrete code structure and a design philosophy emphasizing single-responsibility principles. Suitable for Limited Risk AI systems requiring production-grade reliability and regulatory compliance.

• •Seven-phase production framework: evals, observability, security, MLOps, fine-tuning, multi-agent orchestration, governance
• •Defense-in-depth security model (input validation → system prompt → output validation → rate limiting) with OWASP alignment
• •EU AI Act compliance foundation for Limited Risk chatbots; includes 22 implementation files with working code structure

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