Tootfinder

There are frameworks like {golem} and {rhino} to make shiny development more robust, but I like the concept of {shinytest2} in providing a testing framework for pure shiny. https://rstudio.github.io/shinytest2/index.html

The LAX Automated People Mover (APM) is a new, free, electric train system that connects airport terminals, parking, and public transportation.
After delays, it is expected to open for public use in January 2026,
with final testing concluding in June 2026.
The 2.25-mile elevated guideway has six stations, and trains will run 24/7, arriving every two minutes during peak hours

Novee, which utilizes proprietary AI models to perform automated penetration testing, emerges from stealth with a $43M Series A and an $8.5M seed (Chris Metinko/Axios)
https://www.axios.com/pro/enterprise-software-deals/2026/01/14/nove…

Exclusive: Novee grabs $51.5M to combat AI-led cyberattacks
YL Ventures, Canaan Partners and Zeev Ventures took part.

Anselm Hannemann has largely come to the same conclusions as I in his post “Tools won’t solve it entirely for you” (and used some LLMs):
https://helloanselm.com/writings/tools-won-t-solve-it-for-you
I’ve linked it from my 2023 post comparing automated testing to…

Tools won’t solve it entirely for you — Anselm Hannemann