Refactor an existing single-loop tool-calling agent for daily research briefing into a hierarchical multi-agent architecture using Mastra. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for daily research briefing into a swarm/handoff architecture using LangGraph. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for daily research briefing into a orchestrator-worker architecture using Haystack agents. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for daily research briefing into a router architecture using Pydantic AI. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for daily research briefing 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 daily research briefing into a loop-until-done with critic architecture using Vercel AI SDK. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for daily research briefing into a ReAct (Reason+Act) 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 Plan-and-Execute 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 Reflexion self-critique 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 supervisor-worker architecture using OpenAI Agents 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 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 swarm/handoff architecture using Smolagents. Focus: what to split, what to keep, what to evaluate.