Anthropic engineer says the right way to use Claude is to build self-prompting agents
mathemagie · x · 2026-07-24
Anthropic engineer demoed a different way to use Claude: not by writing a single prompt, but by building a system that prompts itself.
In a 45-minute walkthrough, the talk shows agents that:
- remember context across runs
- fix their own mistakes
- improve through iterative loops
The post also points to a guide explaining these loops and argues it is more useful than a paid agents course.
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