using LangGraph and CrewAI for tool-calling, validation agents, automated reasoning, and workflow supervision Minimum...
frameworks including LangChain, AutoGen, and CrewAI, as well as vector databases, RAG architectures, and fine-tuning ML models...
framework: LangChain, LangGraph, LlamaIndex, Semantic Kernel, AutoGen, or CrewAI. Practical experience with LLM APIs (Azure...
., LangGraph, CrewAI, AWS Strands Agents), selecting optimal tools rather than relying on no-code builders. Knowledge of core...
of multi-agent frameworks (e.g., LangGraph, AutoGen, CrewAI), prompt engineering, RAG pipelines, and vector databases... expertise in multi-agent frameworks such as LangGraph, AutoGen, or CrewAI. Hands-on experience with prompt engineering...
stack, including orchestration frameworks (LangGraph, CrewAI, or custom), MCP and tool-calling patterns, RAG and memory...
regressions and bottlenecks across agent pipelines. Hands-on experience with LangChain, LangGraph, or CrewAI. Proficiency...
, LangChain, CrewAI, Semantic Kernel, or similar frameworks. Translate partner deployment findings into actionable feedback...
, CrewAI, or the Claude Agent SDK, including human-in-the-loop steps, tool calling, MCP, and guardrails Evaluate and monitor... search) or agents with tool calling;experience with LangGraph, AutoGen, CrewAI, Claude Agent SDK, MCP, and LLM evaluation...
, and the status of long-running tasks Connect the front end to agent backends (LangGraph, CrewAI, AutoGen, or similar) and MCP... with at least two AI agent frameworks (LangChain, LangGraph, CrewAI, AutoGen, or similar), and the ability to reason about architectural...