Atlas · GenAI 2026
Self-Improving Agents
Agents that rewrite their own prompts/code (SICA, AlphaEvolve, OpenEvolve)
conceptPeak: 2026Agent ArchitectureAI consensus: 0/3
Prerequisites
- hardAI Agent Design
Self-improvement extends the agent architecture.
Self-rewriting agents optimize their own prompts.
Recommended reference
Gulli (2025) Agentic Design Patterns — Ch.9 Learning and Adaptation