Refactor an existing single-loop tool-calling agent for code PR review into a Tree-of-Thoughts search 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 hierarchical multi-agent 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 swarm/handoff 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 orchestrator-worker 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 router 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 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 Deep-Research pipeline 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 loop-until-done with critic 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 ReAct (Reason+Act) 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 Plan-and-Execute 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 Reflexion self-critique 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 Tree-of-Thoughts search architecture using DSPy. Focus: what to split, what to keep, what to evaluate.