this article doesn't add much; it's a thin advertorial for their services. It also just seems like typical maintenance programming, which has existed for about 1 day less than the entire time we've been writing software. I guess even this most unattractive of all programming work is also looking for a little AI sauce to spice up the offerring, and justify increased rates (maintenance work: $100/hr; vibe-coding cleanup: $200/hr)