βWildly productive weekendβ: Former Amazon execβs vibe coding post sparks debate over viral AI tools

Dave Clark didnβt just get some chores done this weekend. He built an entire end-to-end customer prototype, reworked a deck, and created a custom CRM.
βWildly productive weekend β¦ Three things that used to take months happened in 72 hours,β Clark, the former Amazon Worldwide Consumer CEO and one-time Flexport CEO, wrote on LinkedIn. He added: βCrazy what new tools can do to expand your surface area and personal productivity.β
Clark, who is now CEO of Seattle-area logistics startup Auger, said that configuring a traditional CRM proved more painful than starting from scratch. He described how his team abandoned off-the-shelf software in favor of building exactly what was needed.
His post comes amid ongoing hype and attention on so-called βvibe codingβ tools such as Claude Code, Cursor, and GitHub Copilot that enable the rapid building and iteration of software.
Responding to a comment on his post, Clark explained that he wasnβt incentivized by cost-savings with his weekend projects. βI did it because I couldnβt see the data I wanted, the communication pipeline wasnβt manageable at the level of detail I expected and it was going to hurt our ability to scale to meet customer needs if it wasnβt fixed,β he said. βSo I fixed it. I also got to go deeper on using the tools that will define the future. They were hours well spent.β
Clarkβs post drew some skepticism from commenters online. Longtime entrepreneur Steven Cohn, who has sold four startups, asked Clark βwhy you vibe coded and didnβt just use any of the open source products that are out there and fully developed and completely customizable.β
Clark responded: βOf course Iβve used tons of open sourced. In this case for an internal use app I liked the custom build as the right tool for the job. Others might choose differently. I was struck by how fast and easy it was.β
The post made its way to X, where some wondered about how the weekend project would scale or what resources would be needed to fix bugs.
Well, alrighty thenβ¦.The skepticism in the comments just shows how wide the gap is between the observers and the builders. Software is a new world every few weeks now. If you aren't getting your hands dirty and experimenting your way through the skepticism, you aren't seeingβ¦ https://t.co/nnoHbYygWh
β Dave Clark (@davehclark) January 20, 2026
As we reported last week, Anthropicβs Claude Code in particular has caught fire in recent months, impressing software engineers with its ability to handle longer, more complex workflows. Claude Code is βone of a new generation of AI coding tools that represent a sudden capability leap in AI in the past month or so,β wrote Ethan Mollick, a Wharton professor and AI researcher, in aΒ Jan. 7 blog post.
Anthropic also just releasedΒ Claude Cowork, a version of Claude Code that is built for everyday knowledge work instead of just programming. The company said it used Claude CodeΒ to build Claude Cowork itself.
But whether vibe-coding tools completely change the way businesses build software still remains to be seen.
βVibe coding and AI code generation certainly make it easier to build software, but the technical barriers to coding have not been the drivers of software moats for some time,β analysts with William Blair wrote in a report last week. βFor the most successful and scaled software companies, determiningΒ what to build nextΒ and how it should function within a broader system is fundamentally more important and more challenging than the technical act of building and coding it.β
After a 23-year tenure at Amazon, Clark launched Auger in 2024 with $100 million in Series A funding. The company plans to offer an AI-powered system for supply chain operations that unifies data, targets inefficiencies, provides real-time insights and automation.