I built two fully automated blog pipelines. Pick a topic, research it, write the body, generate the images, publish — no human in the loop. One was WordPress on its own domain, the other was Blogspot. WordPress ran from July 23 to August 23 and shipped 44 posts. Blogspot started August 8 and stopped on … Read more
My publishing pipeline had a retry limit. MAX_TOPIC_ATTEMPTS = 6. If a draft failed validation — too short, dead link, too similar to an existing post — it would throw the topic away and try a different one, up to six times, then give up. Six attempts. That was the mental model. Six is a … Read more
I wrote a trading bot with AI assistance, tested it, and ran it. Then I did something I had not done before: I handed the whole file to a different model, cold, with no context about how it was built, and asked it to look for accounting errors. It came back with three. All of … Read more
A definitive 2026 comparison of SSDI approval rates across all 50 states. Discover where your claim has the best chance and how approval odds jump at the hearing level.
A definitive 2026 data resource comparing unclaimed property totals, dormancy periods, and official search portals across the United States. Find out which states hold the most funds and where you can claim your share for free.
Is the government holding your family’s forgotten child support? In August 2026, over $5.1 billion in ‘Undistributed Collections’ sit in state silos that standard searches often miss. Learn how to audit the SDU registry, navigate the interstate gap, and recover your share of forgotten support for free.
Is the government holding your forgotten oil, gas, or mining royalties? In August 2026, billions in unclaimed mineral payouts sit in federal and state vaults that standard searches often miss. Learn how to audit the ONRR database, navigate corporate ‘suspense accounts,’ and use legal land descriptions to recover your family’s forgotten energy wealth.
Is the federal government holding money seized from you in error? In August 2026, over $1.6 billion in unclaimed federal levies sit in ‘hidden’ accounts. Learn how to audit your IRS transcript and recover your cash.
Is the government holding your home’s forgotten equity? In August 2026, billions in ‘surplus funds’ from tax and foreclosure sales sit in county vaults that state searches never find. Learn how to audit local ‘excess proceeds’ lists, leverage the 2023 SCOTUS ruling, and recover your share of these high-value assets for free.
Arizona is holding a record $2.1 billion in unclaimed property. In August 2026, learn how to audit the official ADOR database, navigate the ‘Proactive Outreach’ system, and recover your share of forgotten cash for free.