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Latent Space (Swyx)
Latent Space (Swyx)
7/1/2026
The original title is "Autoresearch: The feedback loop behind self-improving agents"

The original title is "Autoresearch: The feedback loop behind self-improving agents"

Original: Autoresearch: The feedback loop behind self-improving agents

Short summary

Roland Gavrilescu, Introspection co-founder, explains autoresearch—a feedback loop enabling agents to self-improve by learning from their outputs. He introduces agent recipes as reusable patterns for building autonomous systems. Despite growing agent autonomy, humans remain essential to the software factory.

  • Autoresearch creates feedback loops that enable self-improving agents
  • Agent recipes provide reusable patterns for building autonomous systems
  • Humans remain central to agent-based software development

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