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HKHesham Khaledheshamspace.hashnode.dev13h ago · 15 min read

Inside Hermes Memory: How an Agent Splits Architecture Across Four Layers

Around two weeks ago I wrote about the schema for agent memory and took Hermes as my example and how did it win me with examples. The core idea was that "memory" is not one thing an agent has, but sev

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HKHesham Khaledheshamspace.hashnode.devJun 21 · 12 min read

AI Agents - Memory Schema

Introduction In the past 6 weeks, I've been using Hermes Agent as my main agent for coding, inspection and research. Here's my take after diving into most parts of it. For the first week, I kept testi

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VVarunvay.hashnode.devJun 21 · 6 min read

My Hermes Setup: Mini PC Orchestration with Mac-Hosted Inference

I wanted a home AI setup that stayed online without turning my main machine into a server. The mini PC handles routing, state, dashboards, and tools. My Mac handles the heavier local model. Hosted mod

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FTFarrukh Tariqagntable.hashnode.devJun 5 · 11 min read

Hermes Agent and the New Architecture of Personal AI Assistants

AI assistants are slowly moving away from the chatbox. For years, the dominant experience of AI has been simple: open a chat interface, type a prompt, wait for the response, and then manually use that

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GMGábor Mészárosreporails.hashnode.devMay 19 · 13 min read

Instruction systems capability ladder: harness leveling

A few months ago I drew a maturity ladder for CLAUDE.md files — does the file exist, are constraints explicit, do skills load on demand. Useful for self-locating, and the ladder generalizes past Claud

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AKAnup Karanjkarwowhow.hashnode.devMay 2 · 5 min read

Hermes Agent: NousResearch's Self-Improving AI Agent That Learns From Its Own Mistakes (2026 Guide)

Hermes Agent by NousResearch is the most capable open-source AI agent framework available in 2026. It combines persistent memory, self-improving skills, 40+ built-in tools, and multi-platform messaging into a single self-hostable package that runs on...

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HGHarrison Guoharrisonsec.hashnode.devApr 18 · 9 min read

The 90% Problem: Why Most AI Agents Are Still Broken

Your Agent Works Great. Until It Doesn't. You built an AI agent over the weekend. It calls tools, remembers context, follows instructions. You demo it to your team. Everyone's impressed. Monday morning, a user types "rename Ember to Infernia." Your a...

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MQMax Quimbycomputeleap.hashnode.devApr 15 · 8 min read

hermes-agent: Is Self-Improving AI a Real Category?

hermes-agent: Is Self-Improving AI a Real Category? 📖 Read the full version with charts and embedded sources on ComputeLeap → On April 12, 2026, NousResearch/hermes-agent added 7,450 GitHub stars in a single day — pushing its total past 65,000 an...

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Aaiagentmemoryaiagentmemory.hashnode.devApr 7 · 7 min read

Hermes Agent Memory: Understanding Its Layers and Providers

When your Hermes agent seems to forget crucial details or fails to recall past interactions, it's often not a bug but a misunderstanding of its layered memory architecture. Understanding the distinct functions of its internal memory, session archives...

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Trending tags this week

Inside Hermes Memory: How an Agent Splits Architecture Across Four Layers

AI Agents - Memory Schema

My Hermes Setup: Mini PC Orchestration with Mac-Hosted Inference

Hermes Agent and the New Architecture of Personal AI Assistants

Instruction systems capability ladder: harness leveling

Hermes Agent: NousResearch's Self-Improving AI Agent That Learns From Its Own Mistakes (2026 Guide)

The 90% Problem: Why Most AI Agents Are Still Broken

hermes-agent: Is Self-Improving AI a Real Category?

Hermes Agent Memory: Understanding Its Layers and Providers