AI is becoming a ladder of abstractions, from copilots to agents that choose their own work
pzakin · x · 2026-07-28
A long post argues that AI progress is a ladder of abstraction: from coding copilots to agents, then to specs and eventually to systems that decide what work to do themselves.
It highlights several primitives the author wants to invest in:
- self-healing loops that react to business signals
- simulations to improve products without waiting for production feedback
- explorers that search for new ideas over long horizons
- taste replicators that turn human judgment into reusable programmatic primitives
The post also claims incumbents must keep climbing this ladder or lose to faster-moving startups.
Related event: AI Evolution: From Coding Copilots to Autonomous Task-Managing Agents(2 posts)→
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