I built a demo parts tracking app in Claude and pushed it all into our hosting infrastructure. I didn’t have to mess with signing up for any hosting or database services. This works with ChatGPT, Grok, Claude, Gemini and others. It’s now has a database, is live in my mobile app where I can share with others, and can be exported if you ever want move it elsewhere. This hosting platform is something we’re going to launch before the end of the year!

A farmer who's taken our AI course has a older dryer with an auto mode that no longer works. He's felt like they have simply made educated guesses over the years when making setting changes. They haven't had much confidence in them. So he used AI to build a model to predict the moisture output based on current weather, input, and settings. These graphs show how his model has performed vs. his samples. Pretty good imo!

We're working on something fun..... A way to use your AI subscriptions to build apps that are automatically built and hosted on our infrastructure. It's like Lovable or Bolt but you can use whatever LLM tool/model you want to design and build the application. And you don't have to worry about how to get the application up and running outside of your LLM. This solves one of the biggest needs we've seen in our AI on Your Farm cohorts.

Two critical vulnerabilities have been identified in PHP, a widely used programming language that powers websites and web applications. These vulnerabilities (CVE-2026-109618 and CVE-2026-109619) could allow malicious cyber actors to remotely execute code in PHP core, potentially compromising sensitive data and networks. The FBI urges organizations to take the following steps now: ➡️ If an immediate update is not feasible it is recommended that organizations take the system offline until it can be fully mitigated. ➡️ Immediately update affected PHP installations following the guidance on php.net. Inventory where PHP runs in your environment, prioritizing internet-facing systems and vendor products that bundle PHP. ➡️ Monitor web servers for suspicious activity, including PHP processes unexpectedly launching command shells or downloading files. Ensure appropriate process-monitoring capabilities are in place to help identify potential exploitation. ➡️ If you find signs of compromise, isolate affected systems, preserve your web server and PHP logs, and report it to your local FBI field office or ic3.gov. Those reports help us identify the actors involved and warn other organizations before they become victims. For the latest information, follow PHP’s announcement on php.net, CERT-EU Security Advisory 2026-018, and CISA’s Known Exploited Vulnerabilities catalog.

There’s a source of data I’m interested in that contains ~2 million pages of PDFs. Pages can be viewed for free or downloaded for $.50/page. Nothing in their terms of service prohibits me from taking screenshots of the PDFs in their viewer and stitching them back together into the original file. But this is such a time-consuming task that it would take years for me to do manually! So I built a system where ChatGPT is doing it all for me. I’m using an old MacBook Pro to work in a continuous loop to download all 2 million pages. After a few hiccups, my database is starting to fill up! It takes a few seconds per page so it’s going be a lengthy process. (I’m not going to resell or distribute these docs so I’m comfortable with the use case.)

Update: This system worked but it was a little clunky getting transactions converted over so I sort of fell into my old habit of avoiding my bookkeeping. I worked with Claude and sort of supercharged it. Have to say Claude has been superior in getting my books caught up.