Founders are sidestepping traditional hiring. Ryan Carson, having just raised a seed round, refused to hire new staff, deploying specialized agents for roles like Chief of Staff and marketing manager. This shift isn't about cost-cutting alone - it’s about avoiding the alignment tax and emotional friction of managing a human team.
The next step is full automation. Simon Willison argues we are entering the era of the 'dark factory,' where no human types or reads code. Safety and quality are managed by simulated QA swarms. Companies like StrongDM spend $10,000 daily on tokens to run 24/7 agent tests.
Simon Willison, Lenny's Podcast:
- Today probably 95% of the code that I produce, I didn't type it myself.
- The next rule though is nobody reads the code.
For senior engineers, this means managing multiple agents in parallel. Willison describes running four agents simultaneously, a workflow that leaves him cognitively wiped out by 11 a.m. This high-level 'agentic engineering' amplifies their decades of experience, but it's exhausting.
Junior developers aren't replaced - they're accelerated. Cloudflare and Shopify hired 1,000 interns in 2025 because AI assistants reduced their onboarding time from a month to a week. The bottleneck is moving from writing code to designing the simulations that agents run.
The mid-career engineer is in peril. They lack the architectural taste of seniors and no longer hold a monopoly on the basic execution skills that juniors now automate with AI. The career ladder's middle rungs are disappearing.
This creates an automation arms race inside companies. In China, a 'distillation' trend has emerged where employees build AI agents to perform their colleagues' tasks, aiming to make coworkers redundant to secure their own jobs. The corporate battlefield is shifting from collaboration to competition.
