Refactor an existing single-loop tool-calling agent for SQL report writing into a swarm/handoff architecture using Pydantic AI. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for SQL report writing into a orchestrator-worker architecture using CrewAI. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for SQL report writing into a router architecture using Semantic Kernel. 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 Vercel AI 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 CodeAct (code as action) architecture using AutoGen. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for SQL report writing into a Deep-Research pipeline architecture using DSPy. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for SQL report writing into a ReAct (Reason+Act) architecture using Smolagents. Focus: what to split, what to keep, what to evaluate.
Agent loop that critiques and revises its own output for SQL report writing. Full trace capture via Langfuse, retry budget, and ship criteria.
Agent loop that critiques and revises its own output for bug triage from Sentry logs. Full trace capture via custom SQLite trace store, retry budget, and ship criteria.
Agent loop that critiques and revises its own output for content calendar planning. Full trace capture via Helicone, retry budget, and ship criteria.
Agent loop that critiques and revises its own output for compliance audit. Full trace capture via Arize Phoenix, retry budget, and ship criteria.
Agent loop that critiques and revises its own output for email triage and drafting. Full trace capture via custom SQLite trace store, retry budget, and ship criteria.