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AI Development

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Defending Against AI Copyleft Erosion: Automating Open-Source License Scanning in CI/CD Pipelines

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The Legacy Architect: Automating Monolith-to-Microservices with Qwen-2.5 & Python AST

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The Semantic Gatekeeper: Automating LLM-as-a-Judge Evals in CI/CD with Python

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The Escalation Engine: Architecting Seamless AI-to-Human Handoffs with LangGraph and WebSockets

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The Verification Harness: Architecting Test-Driven AI Code Generation with Python and Pytest

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The Context Control Plane: Architecting Unified AI Coding Standards across Cursor and Copilot with LNAI