Docker, Testing, Git, Kubernetes, vector databases, knowledge retrieval systems, modern software development practices, Autogen, development frameworks, Advanced Python programming, NLP techniques, RAG pipelines, semantic search, agent alignment, LangChain, embedding models, information retrieval concepts, Anthropic, prompt engineering, safety considerations, Crew.ai SK, LLM optimization techniques, async programming, OpenAI