55byaiin5byai.hashnode.dev·Sep 11 · 5 min readYour Literature Review Needs a Decision Log, Not Just a Reference LibraryAI can make literature discovery and comparison dramatically faster. You can discover candidate papers in Perplexity, compare studies in ChatGPT, use Claude to challenge an interpretation, and keep th00
SSandGridinsandgrid.hashnode.dev·Jun 27 · 10 min readBringing Notes, WeChat Reading, and Zhihu into Obsidian: My LLM-Wiki Knowledge HubA while back, I came across Andrej Karpathy's llm-wiki concept and felt an instant sense of resonance. I've always enjoyed writing things down, but the problem was that everything ended up scattered a10
AAAmit Agrawalinartificialcuriositylabs.hashnode.dev·Jun 6 · 19 min readDocs-as-Code Is Now the Standard for Knowledge DistributionTL;DR 65–70% of company content goes unused — not a content quality problem but a passive distribution problem; every major knowledge platform optimizes the container, not delivery at the point of wo00
AAAmit Agrawalinartificialcuriositylabs.hashnode.dev·Jun 6 · 16 min readBuild vs. Buy for AI Knowledge Infrastructure: Capability First, Cost SecondTL;DR Mintlify's auto-generated MCP server supports only built-in metadata filters (version, language); it has no concept of custom fields like buying_signals or personas — that's an architectural di00
TTemitopeintemitopeajaohashnodedev.hashnode.dev·May 7 · 3 min readBuilding a Local-First "Knowledge Brain" with p-agent and the Filesystem MCPMany developers are hesitant to upload sensitive project data or personal notes to the cloud for RAG (Retrieval-Augmented Generation). The solution is a Local-First Agent: a system that lives and work00
SJSanskar Jaiswalinblog.sanskarjaiswal.dev·Apr 25 · 7 min readKeeping Track of My Work Stopped Being WorkI have been on Obsidian for six years. The vault survived three device changes, two work project changes, and every shiny note-taking tool that came out in between. The maintenance was the problem. No21K
BSBalraj Singhinbalrajsingh.hashnode.dev·Apr 13 · 11 min readBuilding an End-to-End AI Agent: Claude Code+ MCP + AWS Bedrock + Confluence for Enterprise Knowledge DiscoveryTurn your company's endless docs into a smart search system that answers questions like a human. Prerequisites Install python 3.11 Install gitbash Install Claude desktop Need to create a local IAM00
PHPJ Hobermaninblog.pjhoberman.com·Apr 7 · 9 min readBuild a Knowledge Base That CompoundsAndrej Karpathy recently posted about using LLMs to build personal knowledge bases. Fifteen million people saw it. His follow-up explicitly said "there is room here for an incredible new product inste31A
FMFrancisco Marques da Silvainaiops3000.hashnode.dev·Apr 5 · 13 min readThe Compiled Knowledge BaseSometimes an idea arrives at exactly the right moment — not because the timing was planned, but because the problem it solves had been building long enough that several people were reaching for the sa00
FMFrancisco Marques da Silvainaiops3000.hashnode.dev·Apr 4 · 17 min readMetadata Is the New CodeThis article was inspired by a LinkedIn post by Tony Seale of The Knowledge Graph Guys. It connects to two pieces from my own writing: The Drift: Why AI Coding Maturity Isn't a One-Way Ladder and the 00