Code Mala Tang
Jun 26, 2026 · Artificial Intelligence
Which Layer Should Your Self‑Learning Agent Evolve? A Three‑Layer Breakdown
The article dissects self‑learning agents into model, harness, and context layers, evaluates real‑world approaches from Anthropic, Karpathy, DeepMind, Microsoft, and others, and argues that the most valuable learning signal comes from capturing genuine user feedback that most teams overlook.
AI ArchitectureCopilotKitcontext layer
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