Dan Shipper, co-founder and CEO of Every, argues the AI job apocalypse is not happening and that people who use models in new ways stay ahead.
Shipper argues a single company-wide agent, as at Shopify and Ramp, will beat personal agents for now because personal agents like OpenClaw break too often to maintain.
Shipper says models scored about 30 out of 100 on his senior engineer benchmark until GPT-5.5 reached about 60, so humans remain necessary to manage automation.
Shipper Predicts More Automation Will Mean More Human Work
Dan Shipper argues that more automation produces more human work, not less. Agents are moving work into shared environments like Codex and Cowork, but models still need people to frame problems, manage them and stand behind the output. Benchmarks hide this gap, and his own senior engineer test showed models far behind humans until GPT-5.5.
Takeaways
One shared company agent beats personal agents. Most companies will have at least one agent that staff talk to and offload work to, as at Shopify and Ramp. Agents need a human who cares for them, and personal agents like OpenClaw break too often. Usage will sit mostly in Slack.
Work moves into Codex and Cowork. Most computer work will happen in environments like OpenAI's Codex or Anthropic's Claude Cowork. Codex is now Shipper's daily driver, and with its in-app browser and the Cora email agent he reached inbox zero ten days straight.
Agents will grow SaaS, not kill it. The SaaSpocalypse is overblown. Agents increase the number of SaaS users, and users bring their own tokens, which may protect margins. Software should be built for humans and agents at the same time, and Shipper expects SaaS stocks to rise.
Benchmarks overstate how autonomous AI really is. After his vibe-coded Proof editor kept crashing at launch, Shipper built a senior engineer benchmark. Models scored about 30 out of 100 against a human's high 80s to low 90s, until GPT-5.5 reached about 60 with an Opus 4.7 plan.
Humans will always manage the automation. Managing AI resembles managing employees, so people stay necessary, and Shipper still hires engineers. The AI job apocalypse is not happening. New models make yesterday's competence cheap, and people who use models in new ways stay ahead.
Shipper is bullish on PMs and designers. Shipper is very bullish on both, pointing to Marcus, who runs Every's writing app Spiral after running Axios' writing product. Lenny notes designer job postings have not grown. Shipper says sales has changed least.
Shipper's advice for listeners
Try your workflows in Codex or Cowork as soon as a new model appears.
Try agent products such as OpenClaw or Hermes.
Find joy in using AI.
The edge of AI is wherever it meets real people, not San Francisco. Every, based in Brooklyn, is far ahead of many people there because it uses models for everything.
A company only goes as far in AI as its CEO goes, and this cannot be delegated.
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