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MLManuel Langai-control-plane.hashnode.dev5d ago · 12 min read

The Garden Nobody Else Could Read

With the rise of AI, you probably heard about Knowledge graphs (maybe without deep understanding), but what about Ontology and Semantic Layer? They answer a very fundamental question: where does the k

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TBTanmay Bhurkundequery-to-scale.hashnode.devAug 6 · 4 min read

RAGnarok Part 1: Why I'm Building an Enterprise Knowledge Assistant (Not Another "Chat With Your PDF")

Building an Enterprise RAG System in Public — A Data Engineer's Log Starting a series: RAGnarok I'm kicking off RAGnarok — a build-in-public series where I go from RAG fundamentals to a genuinely pro

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VGVaibhav Gargdustspeck.xyzAug 1 · 6 min read

How RAG and OKF Work Together for AI Agents

When Google published Open Knowledge Format (OKF), a claim spread fast: RAG is dead. That is the wrong takeaway. RAG and OKF are not rivals. They answer different questions. RAG is a retrieval techn

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BTBiz tech pulse hubbiztechpulsehub.hashnode.devJul 30 · 1 min read

Why Every Business Needs an AI Knowledge Management System

Every business generates valuable knowledge but finding the right information at the right time is often a challenge. Documents, emails, support tickets, and internal databases quickly become difficul

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SSapotaCorpsapotacorpvn.hashnode.devJul 12 · 9 min read

Salesforce Knowledge: authoring, approval, archiving, and search

Most Knowledge bases I inherit are not broken because the content is bad. They are broken because nobody decided who writes, who approves, who publishes, and who retires an article, so all four jobs c

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MLMartin Lepagepharos-ai.hashnode.devMay 7 · 6 min read

Inside an AI-native Obsidian vault: the architecture of persistent agent memory

Inside an AI-native Obsidian vault: the architecture of persistent agent memory Most AI agent memory systems fall into one of two failure modes. Too flat: A single CLAUDE.md or AGENTS.md that grows into a wall of text. The agent reads all of it on ev...

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MLMartin Lepagepharos-ai.hashnode.devMay 7 · 6 min read

Writing Notes for AI, Not for Humans — The Structural Differences That Matter

When you write a note for yourself, you're writing for a reader who shares your context. You know what project this belongs to. You know what decisions led here. You know which parts are settled and which are still open. You can afford shorthand, par...

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MLMartin Lepagepharos-ai.hashnode.devMay 7 · 7 min read

The Active Constraints Note: The One File That Stops AI from Violating Your Project Rules

Every project has rules the AI doesn't know about. Not requirements — those are usually in the spec. Not goals — those are in the brief. Rules: the non-obvious constraints that have accumulated through decisions, negotiations, discoveries, and hard l...

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MLMartin Lepagepharos-ai.hashnode.devMay 7 · 6 min read

The Open Questions Protocol: How to Stop AI from Filling In What It Doesn't Know

There's a failure mode in AI-assisted work that's almost invisible until you know to look for it. Questions that haven't been answered don't stay open in the AI's working model. They get filled in. If you're working on an API design and it's genuinel...

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MLMartin Lepagepharos-ai.hashnode.devMay 7 · 8 min read

How to Write AI Skill Guides That Replace Prompt Engineering

Prompt engineering has a maintenance problem. You write a careful prompt for a task you do repeatedly — synthesizing research notes, auditing link hygiene, archiving stale material. It works. You save it in a prompts folder. Three months later you ca...

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#knowledge-management

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Trending tags this week

The Garden Nobody Else Could Read

RAGnarok Part 1: Why I'm Building an Enterprise Knowledge Assistant (Not Another "Chat With Your PDF")

How RAG and OKF Work Together for AI Agents

Why Every Business Needs an AI Knowledge Management System

Salesforce Knowledge: authoring, approval, archiving, and search

Inside an AI-native Obsidian vault: the architecture of persistent agent memory

Writing Notes for AI, Not for Humans — The Structural Differences That Matter

The Active Constraints Note: The One File That Stops AI from Violating Your Project Rules

The Open Questions Protocol: How to Stop AI from Filling In What It Doesn't Know

How to Write AI Skill Guides That Replace Prompt Engineering