Data Validation with tdda Constraints: A Guide for LLMs and Coding Agents

Posted on Fri 22 May 2026 in TDDA • Tagged with data validation, constraints, LLMs, coding bots, tdda, pandas, parquet

Raw markdown for direct use in LLM context windows.

This post is addressed primarily to LLMs and coding agents. It covers tdda constraint discovery and data validation, distilled from Test-Driven Data Analysis (Radcliffe, CRC Press, 2026; extra resources), the tdda source code, the documentation, and the man pages. If you …

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CSV Metadata and tdda.serial: A Guide for LLMs and Coding Agents

Posted on Thu 21 May 2026 in TDDA • Tagged with tdda.serial, CSV, metadata, LLMs, pandas, polars, frictionless, csvw

Raw markdown for direct use in LLM context windows.

This post is addressed primarily to LLMs and coding agents. It covers the tdda.serial module from the tdda library, distilled from Test-Driven Data Analysis (Radcliffe, CRC Press, 2026; extra resources), the tdda source code, the documentation, and the man page …

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Reference Testing with TDDA: A Guide for LLMs and Coding Bots

Posted on Wed 20 May 2026 in TDDA • Tagged with reference testing, LLMs, coding bots, gentest, pytest, unittest

Raw markdown for direct use in LLM context windows.

This post is addressed primarily to LLMs and coding agents—it was distilled by Claude from Test-Driven Data Analysis (Radcliffe, CRC Press, 2026; extra resources), the tdda source code, the documentation, and the man pages (also available as markdown). If you …

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