Researchers Junnan Dong, Linhao Luo, Senlei Zhang and colleagues at Tencent Youtu Lab and Monash University proposed WFM, a Wiki Foundation Model for encoding and retrieving LLM Wiki knowledge bases t…
A developer has published a mindmap extension to Andrej Karpathy's LLM Wiki pattern, adapting the three-layer ingest/query/lint loop so the source layer is conversation with the user rather than a cor…
A developer built LLM Wiki, a cross-platform desktop application that replaces traditional RAG retrieval with a two-phase chain-of-thought ingestion pipeline, generating persistent wiki pages with ful…
Developer nash_su released LLM Wiki v0.6.11, a GPLv3 open-source desktop application for Windows, macOS and Linux that uses an LLM to build a persistent, structured wiki from ingested documents. The 4…
A developer has built a personal knowledge-network system called See the Forest, inspired by Karpathy's LLM Wiki, to maintain notes and blogs in the age of large language models. The system uses LLM a…
A developer has published a step-by-step guide for building an 'LLM Wiki'—a persistent, interlinked markdown knowledge base that an AI agent (such as Claude Code or Codex) maintains incrementally. The…
LLM Wiki, a new open-source tool released as a plugin for Claude Code, OpenAI Codex, and OpenCode, enables parallel multi-agent research and session memory without hoarding transcripts, using human-ow…
Arkency has built Planet Arkency, a multi-tenant knowledge graph with a closed ontology, using Rails Event Store and an LLM to maintain organizational knowledge from unstructured sources like meeting …
Six months after OpenClaw went viral, the author continues to use the LLM agent daily as an entry point to a Markdown-based life admin and note-taking system, running it on an old laptop with a worksp…
AI coding agents fail not because of code generation but because of incomplete specifications, as organizational knowledge is scattered across disconnected systems. The real bottleneck is the lack of …
A developer building a personal knowledge base using Karpathy's LLM Wiki framework discovered that storing only declarative knowledge (facts and definitions) is insufficient for expert-level reasoning…
A developer reports on agent operating memory, a pattern where an LLM maintains a wiki that an agent acts on, not just reads. The key challenge is preventing the agent from quietly corrupting its own …
Google Cloud introduced the Open Knowledge Format (OKF), a specification that converts scattered organizational documents into standardized Markdown files with YAML frontmatter, enabling AI agents to …
A developer has created an AGENT.md file for the llm-wiki project, establishing a structured schema layer that instructs an AI agent on how to maintain a living technical knowledge base for the Nova A…
A developer has created AGENTS.md, a structured file that serves as an operating contract for LLMs working within Obsidian vaults. Inspired by Andrej Karpathy's LLM Wiki concept, the system defines a …
The article extends Andrej Karpathy's LLM Wiki pattern for personal knowledge bases by incorporating lessons from building a persistent memory engine for AI coding agents. It introduces key enhancemen…
Rohit Ghumare's LLM Wiki v3 specification provides a complete implementation blueprint for building a persistent memory operating system for AI agents. The system requires a frontier model to create a…