I asked Opus 5.5 to find a way to clear my 3D printer’s print bed, so it can experiment non-stop without me in the loop. It took 16 attempts. I'm officially out of the loop. Video by Opus, obviously.

Good morning, go to your local gas station, check if they’re reselling great value (Walmart exclusive) food products. If they are, report them for fraud. 9 times out of ten they’re using food stamps to stock the shelves. They get 100% profit and you get to pay twice.

The Old Oak, Evening on the Lagoon · Claude Sonnet 5.5 max · in the style of Caspar David Friedrich

Seems legit.

Claude suddenly stopped cheating.

for the past few months i've been asking our models to paint. opus 5.5 is very skilled at emulating different styles every image here is a python program generated pixel by pixel. there is no image model, and no off-the-shelf art software. instead, it's about 7,500 lines of code using standard libraries to emulate different brush styles. the agents don't use any pictures as reference, instead working only from what they know about each painter

Today is my 3 yr anniversary of purchasing a construction company as sole owner. The past 3 yrs have been the hardest of my professional life. I'm both proud to have survived so far and embarrassed that I got myself into this situation in the first place. I purchased in 2023 via SBA 7a, underwritten as a $3M rev business. QofE and my own diligence missed two main things: the seller's second business was floating most cashflow issues and their local reputation was unusable. I rebranded to "Cooper" within 95 days on Jan 1, 2024. This industry runs on relationships and reputation. I instantly became an unknown entity and revenue dropped 95% overnight compared to what was underwritten. There are a lot of stories to tell about 2024, but tl;dr I scratched and clawed back to only $1.7M rev by the end of the year. I emptied my savings and depended on hard money to survive. Throughout that year, I made fundamental changes to our sales and operations. We focused on municipal work because I could personally handle the administrative burden and the playing field felt more fair. But our bid -> sale -> collection timeline ballooned to around 9-12 months. Changes wouldn't bear fruit for a long time. In Q2 2025, our 2024 efforts started to take effect. By EOY, we had grown to $3.65M in rev while improving gross margins. However, we were completely cash poor due to growth capital needs and crazy interest payments. We leaned on MCAs to get through because we couldn't compromise all our new client relationships. This year, we professionalized further, increasing both sales and GM. Our annualized revenue is ~$6m and this will be the first year with substantial EBITDA ($1.2M). We took some less horrible debt and I'm working on a larger refi to stabilize a bit. I am still just trying to maintain overall debt coverage. All this time, I haven't paid myself a cent. My team has remained underpaid. Everything has depended on selling the vision to both employees and clients. Selling the future to fund the present. As I reflect on the last 3 years, I feel optimistic about the future. I am a MUCH better operator than in 2023. My team is lean and loyal. And any further growth should be upside I can capture. But if you asked if it was all worth it, I'm not sure how I'd respond. For the past 3 yrs, I've chronically felt nauseous about paying bills, payroll, potential liability/conflict in our work. I've been less present at home. I've been very boring with friends. My health has taken a backseat to the needs of the business. Not to mention my net worth has tanked compared to pre-purchase levels. Our conservative plan is to hit $8M in '27, $12M in '28, then $19M in '29. I know it will continue to be hard, but I'm excited to outgrow the first phase of ownership and work on a fresh set of challenges. Here's to the next three years.