Beware AI bots bearing good code

How a bot submitted a PR to edgartools that fixed a tricky XBRL bug, what I did about it and how you can handle AI bots in the future

Pandas 3.0 and edgartools

How a dependency issue with pandas was fixed in edgartools

Financial statement dimensions

XBRL dimensions are powerful but messy—they can clutter your statements with segment breakdowns you didn't ask for. Recent edgartools releases introduce smarter defaults and a new view parameter that lets you choose between summary, standard, and detailed output

beads and the future of programming

How AI is itself shaping the future of software programming, the tools AI is creating for itself, and how human programmers are reacting

A cleaner view for the New Year

Ringing in the New Year with improvements with how we display dimensions in XBRL financials, more details about companies and a polished Company display

Making finance beautiful

Finance does not have to be boring. Here's how edgartools uses the rich library for beautiful output in the terminal

Analyzing Giftify

This Christmas we unwrap GIFT's financials and insider transactions and take a peek inside the gift card economy

Edgartools 5

The 5th major iteration of edgartools is now live on PyPI. This features a complete rewrite of the HTML parser and some additional api improvements

Claude Code research projects

Claude Code is great for code but could be better for research. Learn how to unlock the research platform you need

Making MCP better

MCP has become very popular the year since it was launched but there are serious technical limitations. Can we make it better?