Building a Self-Correcting AI Agent with Reflection
How to build a self-correcting AI agent using the reflection pattern and persistent memory. A runnable Python loop that critiques and fixes its own output.
Tag: #memory
Agent Memory Architectures: Vector, Graph & Episodic
Compare the three agent memory architectures in 2026 — vector recall, knowledge graphs, and episodic buffers — with real latency numbers, failure modes, and a decision guide.
How Hermes' Self-Improving Agent Loop Actually Works (2026)
How Hermes Agent's self-improving loop works in 2026: the skill-generation mechanism, what it actually persists, and where the 40% task-time gains come from.