Cloudflare’s September 11 release turns security findings into automatic actions. Here is how I would stop a beginner app from doing the same job twice.
Tag Archives: technology
ChatGPT Ads Hit $1B: What Beginner AI App Builders Should Learn About Monetization in 2026
The first dollar your app earns can make it worse. That is not an argument against making money. I have a bachelor’s degree in entrepreneurship and a master’s degree in software engineering. The business half of my brain wants the product to support itself. The software half keeps asking what the revenue code is allowed …
OpenAI’s WebMCP Challenge: A Beginner’s Agent-Ready Website Checklist for 2026
An AI agent should not need a secret back door into your app. It should not update one database record while your visible interface updates another. It should not skip the validation your form uses. It should not report “done” while the screen still shows the old state. That sounds obvious. It is also the …
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Thomson Reuters’ New Thomson Model: What Freelancers Should Learn About Domain AI in 2026
A freelancer can buy access to the same powerful AI model as a much larger company. That does not mean the freelancer and the company have the same AI system. The difference is usually not the blank chat box. It is everything behind the box: the source material, working definitions, examples of good judgment, failure …
How To Choose An AI Coding Model For Your First App In 2026
The newest AI coding update is often treated like a shopping event. A new model arrives. A coding tool adds another model picker. A benchmark chart moves. Then you are left wondering which button to press before you build your first app. That confusion is understandable. On July 28, GitHub said Grok 4.5 was rolling …
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What OpenAI’s New Task-Crossover Research Can Teach Freelancers About Owning the Handoff in 2026
The most useful line in today’s AI news is not that AI can do more work. It is that AI is changing who does the work. In a new OpenAI Economic Research report, researchers analyzed more than 800,000 work-related messages from U.S. ChatGPT users. They found that 16.8% of work-related messages crossed into tasks associated …
Marcus Kim | AI App Builder 