Refactor an existing single-loop tool-calling agent for code PR review into a Plan-and-Execute architecture using LlamaIndex agents. 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 Claude Agent 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 Tree-of-Thoughts search architecture using Agno. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for code PR review into a supervisor-worker architecture using Haystack agents. 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 Mastra. 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 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.