AI as a Bespoke Tool: How Vibe-Coding Is Transforming Work Instead of Replacing Jobs
A New Yorker essay by an anonymous author argues that AI is not eliminating jobs but rather enabling workers to create custom software tools that automate tedious tasks. The author contrasts the automation narrative with real-world examples: a journalism nonprofit CEO used Claude Code to build a tool that summarizes articles and suggests story angles; a shipping-logistics company automated 80% of payment-matching, reassigning three-quarters of staff to more valuable work. The piece traces this 'vibe-coding' ethos back to the early personal computer era, when BASIC was meant to empower users to write their own programs, a vision that was later supplanted by commercial software like VisiCalc. Consultant Taylor Pearson describes using Claude Code to research HVAC systems and ETFs, calling this 'freestyle work'—a collaboration where AI handles mechanistic tasks while humans focus on higher-level decisions. The essay notes that AI agents like Claude Code and Claude Cowork are spreading, reflected in stock declines of web-based software companies, but concludes that the darker vision of mass job displacement is not materializing.
Key facts
- Mustafa Suleyman, CEO of Microsoft AI, predicted AI will deliver human-level performance on most professional tasks within 12-18 months.
- Dario Amodei, CEO of Anthropic, suggested 50% of entry-level white-collar work will be automated by the end of the decade.
- Sam Altman, head of OpenAI, said in May he was 'delighted to be wrong' about AI eliminating large numbers of jobs.
- Jensen Huang, CEO of Nvidia, said in April that AI is creating jobs and that CEOs blaming layoffs on AI are lazy.
- A Quinnipiac poll found 80% of Americans are somewhat or very concerned about AI.
- A journalism nonprofit CEO used Claude Code to build a tool that summarizes higher education articles and suggests story angles.
- A shipping-logistics company automated 80% of payment-matching using AI-powered coding agents, reassigning three-quarters of staff.
- Taylor Pearson used Claude Code to research HVAC systems and ETFs, describing the approach as 'freestyle work.'
- Anthropic released Claude Cowork, an office-worker-friendly version of Claude Code.
- The essay draws a parallel between vibe-coding and the original vision of personal computing with BASIC.
Entities
Institutions
- Microsoft AI
- Anthropic
- OpenAI
- Condé Nast
- The New Yorker
- Nvidia
- Quinnipiac
- Los Angeles Times
- Apple TV+
- Micro-Soft
- Software Arts
- Claude Code
- Claude Cowork
Locations
- Princeton
- New Jersey
- United States