In this final episode of Tidbit 19, Bart walks us through the very few libraries he used for the final design of his Linkifier CLI App. His choices on tooling to build nice terminal commands and provide color in the terminal (like red for error messages) were based on simplicity, the fewest dependencies, and active support. It was a very fun episode to record as he wrapped the entire story up in a bow.

You can find Bart's fabulous tutorial shownotes and the audio podcast at pbs.bartificer.net.

Read an unedited, auto-generated transcript with chapter marks: PBS_2026_09_26

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We're back with Part B of Tidbit 19, where Bart walks us through the architecture of his Linkifier module. He starts with the three data modeling classes that he's been using for decades, but explains how hard it is today to extract article headlines. He walks through how he developed an extraction logic but had to do it per domain. That sounds crazy but he uses surprisingly few sites for his articles for Security Bits and Let's Talk Apple.

You can find Bart's fabulous tutorial shownotes and the audio podcast at pbs.bartificer.net.

In Part A of Tidbit 19, Bart explains the problem he needed to solve, which was bringing a script he's written up into the modern age as a JavaScript command-line interface app that can help navigate the AI landscape. As always, his explanation is geared towards teaching us the fundamentals with his problem as the example.

The shownotes are for Part A and B, but we've only recorded the first half so far.

You can find Bart's fabulous tutorial shownotes and the audio podcast at pbs.bartificer.net.