Refactor an existing single-loop tool-calling agent for code PR review into a orchestrator-worker architecture using LangGraph. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for code PR review into a agent debate architecture using Pydantic AI. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for code PR review into a CodeAct (code as action) architecture using CrewAI. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for code PR review into a Deep-Research pipeline architecture using Semantic Kernel. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for code PR review into a ReAct (Reason+Act) architecture using Vercel AI SDK. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for code PR review into a Plan-and-Execute architecture using AutoGen. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for code PR review into a Reflexion self-critique architecture using DSPy. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for code PR review into a Tree-of-Thoughts search architecture using Vercel AI SDK. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for code PR review into a swarm/handoff architecture using Inngest agent-kit. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for code PR review into a orchestrator-worker architecture using Smolagents. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for code PR review into a router architecture using OpenAI Agents SDK. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for SQL report writing into a agent debate architecture using Agno. Focus: what to split, what to keep, what to evaluate.