Refactor an existing single-loop tool-calling agent for daily research briefing into a loop-until-done with critic 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 ReAct (Reason+Act) architecture using CrewAI. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for daily research briefing into a Plan-and-Execute 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 Reflexion self-critique 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 supervisor-worker architecture using AutoGen. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for daily research briefing into a hierarchical multi-agent architecture using DSPy. 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 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 orchestrator-worker architecture using AutoGen. 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 Inngest agent-kit. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for daily research briefing into a agent debate architecture using Smolagents. 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 OpenAI Agents 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 loop-until-done with critic architecture using Agno. Focus: what to split, what to keep, what to evaluate.