... worked as a freelancer for more than 20 years in marketing and online business, helping both small companies and large clients, including investment firms and health companies. For many years, things went really well. But at the end of 2022, things suddenly started going south. Companies began declining my offers more often than accepting them. The most common explanation was: We decided to do things internally to save money and have more control. Within months, freelance opportunities almost disappeared ... ... things started falling apart. Revenue stalled, leadership became difficult, and many senior employees either left frustrated or were fired to keep payroll under control. Eventually, I got fired too. Suddenly, I needed to figure out how to make ends

... note before we start: What follows is fiction. A thought experiment set in an alternate world that only looks like ours by accident. Any resemblance to real labs, real bosses, or real workplace policies is the reader s imagination doing the heavy lifting. With that out of the way. We ve seen this movie before In this imagined world, strip the hype off AI (artificial intelligence, software that learns from huge amounts of data to answer questions, write text ... ... people to question. Just trust them. Sacred texts nobody is allowed to check. Closed code, secret training data, trust us, we tested it. Personal stories used as proof. It changed my life is not evidence. It s a church testimony. End

... preferences shift, too. Comment from Andrew Sinagra(@andrew_sinagra): @zypressen  Totally agree. I'm implementing a model that is similar to a consumption model however you're buying into a range upfront rather than getting charged at the end. With pure usage based licensing I always fear the chargebacks for people who say they didn't know or realize what they were spending. This is where the alerts and budget caps are invaluable. Comment from Vijay Navaluri(@vijay_navaluri ... ... they're being "metered" on every interaction, engagement drops. but if they have a generous base allowance + transparent overages, they're way more comfortable. curious what others have found does anyone have data on conversion rates between pure SaaS vs

... that works in the space of an hour with these tools ( businessinsider.com .) On the other side, you have the skeptics and meme-lords: experienced devs who see vibing as a shortcut to disaster (or at least a source of endless jokes). A popular meme account snarked that vibe coding, [is] where 2 engineers can now create the tech debt of at least 50 engineers ( x.com .) Ouch. Another pro put it bluntly: do not hire anyone that thinks vibe coding ... ... lead architect. I often start by writing comments or a rough outline of the program structure, then have the AI flesh out each part. That way, I ensure the overall design makes sense and I m not ending

... that kept happening, over and over again. It made me curious so I built a solution. After spending nearly a decade as a Software Engineer, I observed two major and often overlooked challenges in modern product teams: 1. The endless back-and-forth between frontend and backend developers Which API endpoint