(Ab)using Agentic Coding CLIs for Data Cleaning and Standardisation

Anchit Bajaj https://abifog.com/blog/data-standardisation-with-agentic-clis/ - How a single LLM session transformed a messy, user-generated dataset into a tidy, query-ready table in just 20 minutes. The Challenge When I began working with the 1,000+ row table, two critical issues quickly became apparent: Data Normalisation: The &ldquo;universe&rdquo; column contained inconsistent variations (e.g.…