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#data-visualization

2 articles exploring data-visualization. Expert insights and analysis from our editorial team.

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agents-frameworks iterative-refinement observability crewai autogen llm-agents

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Agents & Frameworks

LLM Agent for Iterative Chart Refinement Exposes a Logging Gap in CrewAI and AutoGen

An arxiv paper shows iterative chart agents need per-step rationale schemas that CrewAI and AG2 lack, while the token and storage cost of structured traces remains unmeasured.
Open Source

ggsql Alpha: Write ggplot2-Style Visualizations Directly in SQL

Posit shipped the ggsql alpha today — a SQL extension that adds grammar-of-graphics clauses to DuckDB and SQLite queries. Here's what works, what's missing, and when to use it.

· 6 min read
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