Work

Schools were stuck choosing between banning AI and letting students use tools nobody could see into. Honorly is one workspace the district governs. Every conversation is tied to a verified student and kept on the record, and teachers can see what their classes are asking as it happens.

The tutor is built so the student does the thinking. Most of what I have published came out of making that true: why tutors drop their rules, how students talk them out of them, and how to run capable models on hardware cheap enough that nobody has to ration it.

Most AI pentest demos fail in the middle. They can narrate a scan, but they lose context, blur their evidence, overclaim findings, and hand back reports that read like filler.

ULMCode makes the operation itself the source of truth. Plans are written to disk and survive a restart, long work runs in supervised lanes, a finding needs evidence before it counts, and the final package has to pass strict checks before anyone sees it.

You pay federal taxes every year and never get an itemized bill. MyTaxReceipt is that bill. Enter what you paid and it shows your share of every line of the federal budget, in dollars or in hours of your own work.

Mark anything you would fund less or more, and it writes the letter to Congress for you, citing the real figures. Everything runs in your browser, and every category reconciles to the Treasury’s own statement. It has been seen about a million times and was recommended by Recomendo.

Every time I needed to turn a HEIC into a JPG or shrink a video for an email, I ended up on a website that wanted my file uploaded, my email address, or a subscription.

Asteria is a desktop app with one command bar. Drop files in, type what you want, and it happens on your own computer. It opens 119 kinds of file, and every one of its 563 conversions was run on a real file and checked by a separate tool.