AITowards Data Scienceabout 3 hours ago
You Probably Don't Need an Agent Framework
1 min read
Most LLM applications need a clear workflow, not an autonomous agent. The author built an anomaly explanation system using plain Python, local functions, structured outputs, and the OpenAI Responses API. Frameworks like CrewAI or LangGraph are often unnecessary for reliable results.
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