Hermes Wrote Its Own Skills.
A field-tested comparison of procedural memory and managed dreaming — with the nine scenarios that tell you which one to use.Continue reading on Towards AI »
ai-agent, ai-memory, anthropics, claude, hermes-agent
ai-memory
AI Engineering, ai-memory, Artificial Intelligence, Machine Learning, software-engineering
Agent Memory Is a Four-Layer Engineering Problem
The vector database is not the memory system. It is one retrieval mechanism in one layer of the memory system. Teams that conflate the two…Continue reading on Medium »
agentic-workflow, ai-memory, generative-ai-tools, vector-embeddings
Cloud Embeddings vs. Local Sovereign Memory: AI Agent Memory Layer Compared (2026)
The industry is splitting in two. Here’s everything you need to know before you pick a side.Reading time: 13–15 minutes | Published: May 2026There’s a split happening in AI agent infrastructure that nobody is talking about loudly enough.On one side: cl…
ai-agents-in-action, ai-memory, Artificial Intelligence, claude, openai-codex
Your harness, your memory
Agent harnesses are becoming the dominant way to build agents, and they are not going anywhere. These harnesses are intimately tied to…Continue reading on Medium »
ai, AI Infrastructure, ai-memory, Artificial Intelligence, generative-ai-tools
10 Best AI Memory Tools for Investment Teams Dealing with Large PDFs, Repeated Thesis Explanations…
IntroductionContinue reading on Medium »
Agentic AI, ai-agent, ai-memory, Artificial Intelligence, large-language-models
How Lerim Manages Context in the Extract Agent
In Lerim, the extract agent reads a coding session trace and writes a session summary plus a small set of durable memories. On a short…Continue reading on Medium »
ai, ai-agent, ai-memory, llm, retrieval-augmented-gen
Compounding Knowledge With LLMs. Karpathy’s Wiki Pattern in Action
Andrej Karpathy recently published a GitHub Gist that quietly named something every AI practitioner has felt but not quite articulated.When Andrej Karpathy’s Gist dropped, it spread fast, and for good reason. Here is what the Gist says, why it matters,…
ai, ai-memory, Automation, productivity, workflow
I Don’t Use AI to Write My Reports. I Built a System That Remembers How.
Learn how I built a persistent AI workflow for weekly report automation using file-based memory and model independence. My AI assistant Axel remembers 52 weeks of context and generates reports in 3 minutes — no more babysitting ChatGPT.Generated by Cha…