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Substack
PricingFreemiumPublishesTwice weekly
Issues231Founded3 years agoLast Issue9 days ago
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Latest Issues

How to Keep Your AI Agent's Knowledge Graph Clean

Two months ago, I started building unified memory layers on top of knowledge graphs. One question kept coming back from readers. How do you handle entity resolution and deduplication without corrupting the graph?

Rather than guessing, I sp...

9 days ago
23

Stop Chasing the Perfect Ontology

For a while now I’ve been trying to build a proper memory layer on top of my research, writing, and content creation. Today it all lives in my Second Brain in Obsidian, where the primitives are files like notes, videos, and articles.

What...

16 days ago
39
10

Inside Neo4j's Agent Memory

I already have a second brain setup based on Obsidian, Readwise, NotebookLM, and Claude Code. I dump all my notes, research, and highlights there. Whenever I want to create content, I create a scoped wiki targeted toward the topic. I gather...

22 days ago
44
3

From Vibe Coding to a Real Engineering Team

I needed a TypeScript harness for my latest book code. It required a Terminal User Interface (TUI), an agent loop, tools, Model Context Protocol (MCP) support, skills, and slash commands. I will be honest with you. I first tried to vibe cod...

a month ago
73
7

Building Agentic GraphRAG Systems

Image 1: GraphRAG at a glance.

I gave this talk twice in one month: at O’Reilly’s Context Engineering Event and at Abi Aryan’s Maven course on LLM inference at scale. After being blasted with questions, I realized something: GraphRAG isn’t...

a month ago
72

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Authors

The writers behind this newsletter.

  • Paul Iusztin

    Senior AI Engineer • Founder @ Decoding AI • Author @ LLM Engineer’s Handbook ~ I ship AI products and teach you about the process.

  • dr.max

    scientist, engineer, architect; photographer; collects complex mechanical things; tries to swim, bike, run; ex-ibm de; founder and ceo

  • Louis-François Bouchard

    Focused on making AI accessible. What's AI on YouTube, Spotify, Apple Podcasts. Co-founder @towards_ai. ex Ph.D. student @Mila_Quebec @polymtl.

  • Paolo Perrone

    Shipping Production AI: Agents, Inference, GPU. Read by 1M+ AI engineers.

  • Lucian Lature

    I am an experienced architect/full stack engineer and for the past 20 years I have been creating websites and intranet applications

  • Priya

    Senior software developer and AI explorer| passionate about building production-ready intelligent systems | avid trekker

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