here is what the filing says for the thing you are building this week the s-1 is the document a company has to file before it sells stock. it is the first time anthropic has had to put real numbers on paper under oath. i read it so you dont have to. the builder parts: 1. claude code is where the money is the filing says enterprise users who did not use claude code spent under $75 a month on average, and the top 5% of users who did use it spent about 20 times that. the agent loop is the product. if you are still using claude in a chat window and pasting code back and forth, you are on the cheap side of that line, and so is your output. 2. prices are coming down, they said so risk factors, their words: "we may reduce the prices we charge for our models." receipts from the same filing: opus 5.5 cut cost per task about 40% vs opus 5. fable 5.1 cut typical workloads 25% vs fable 5, up to 45% on complex coding. plus replit moved its spend to openai last week over a 30% discount. the price of the best model is a falling number. do not architect around today's invoice. 3. the top 5 customers are 25% of revenue and can leave any time that is in the risk factors too. anthropic needs the thousands of small builders more than the headlines say. 11,900 customers now pay $100K+ a year, up from 950 a year ago. the long tail is the business, and you are the long tail. 4. the government switched off fable 5 and mythos 5 for everyone in june page 52. commerce imposed worldwide export restrictions, anthropic disabled the models for all customers until they were lifted. nobody announced it at the time. lesson for your app: never hard-code one model. keep a second model one config line away. this is also why i run two panes in beckon with two models on the same task. 5. the big scary number is not what it looks like the net loss is $80.7B for six months. $72.4B of that is the convertible notes being repriced because the company got more valuable, paper, not cash. the operating loss is $693M on $16.3B of revenue. they are about to be profitable on operations. that matters because a profitable lab does not need to squeeze you on price. a lab fighting a price war does.

Hello, I have been working in the field of software engineering for several years. I specialize in AI automation, LLM agents (such as OpenClaw), and prompt engineering, with a focus on building new AI agents and SaaS solutions. By mastering the latest trends in model training, I am able to utilize and manage multiple agents simultaneously, significantly maximizing productivity. I am particularly skilled in the use of coding agents; I possess deep expertise in prompt optimization, ensuring task continuity and accuracy, as well as implementing self-testing, self-reinforcement, and learning mechanisms for these agents. I am capable of independently fulfilling multiple roles including architect, coder, engineer, and tester all at once. Furthermore, I conduct in-depth research into the strengths and limitations of state-of-the-art models such as Codex, Claude Opus, Fable, and Gemini as well as the complex, unresolved challenges inherent in these systems. Addressing these issues is a core aspect of my work in model training and the development of AI agents. If you are considering hiring for this field, I am open to working with you starting with a part-time role and potentially transitioning to a full-time position. I have no restrictions regarding scheduling or language, and I am confident in my ability to deliver results that exceed your expectations.

Over 100,000 views in just a couple of days. Claude Code is on a roll. It's been editing my videos for my AI business, my reselling business, and my real estate photography business. I got several DMs from you guys over the last few days, so I put together a video breaking it all down. Hope this can be helpful. Is anyone in here also editing their videos with Claude Code?

i had to run a few tests all day just to be sure these open weight models are getting scary with each release still need about 60k worth of hardware to run locally i did a complete breakdown

Hi — Michel, Montreal. I build AI agent systems for Quebec SMBs (Claude Code, MCP, automations) and run a one-person AI business around it. Here to ship in public and trade real numbers: what's working, what broke, what it costs.