, failure modes, hallucinations, and feedback loops. Familiarity with modern AI APIs (OpenAI, Anthropic, etc.) or how agent...
with LangGraph, A2A, MCP, OpenAI or Anthropic APIs, Semantic Kernel, CrewAI, or comparable agent and orchestration frameworks...
with major LLM providers (OpenAI, Anthropic, Google, Meta, etc.) and understanding of their trade-offs in terms of performance...
, LlamaIndex). Hands-on experience with major Model APIs (OpenAI, Anthropic, Google Gemini, Bedrock). Experience with Vector... classroom instructions to handle frequent breaking changes in rapidly evolving libraries (e.g., LangChain, OpenAI SDK, Hugging...