Data & Knowledge
Tools for data and knowledge work: knowledge graphs, memory layers, retrieval, and the systems that give AI applications durable, queryable context.
95 articles
Data & Knowledge
NetworkX: Why Python's Most Popular Graph Library Is Built on Dictionaries, Not Arrays
Data & Knowledge
Semantica: Why Your AI Decisions Need a Knowledge Graph, Not Just a Vector Store
Data & Knowledge
Utopia: Building Enterprise AI with Bitemporal Knowledge Graphs
Data & Knowledge
Tailcat: Extracting Tailscale's WireGuard Stack Into a Token-Based Netcat
Data & Knowledge
Why Your RLVR System Fails: What Noisy Labels Do to Reinforcement Learning
Data & Knowledge
Graphify: Teaching AI Assistants to Query Your Codebase Like a Database
Data & Knowledge
Graphify: Parallel LLM Agents Turn Your Codebase Into a Knowledge Graph
Data & Knowledge
Cognee: Building Stateful AI Agents with Postgres-Backed Knowledge Graphs
Data & Knowledge
How a 50MB Binary Indexes the Linux Kernel Faster Than You Can Run `git status`
Data & Knowledge
Graphiti: Why Your AI Agent Needs a Memory That Knows When Facts Stop Being True
Data & Knowledge
Knowledge Graph & Code Intelligence Tools in 2026: GitNexus vs ai-knowledge-graph vs WrenAI vs SurrealDB
Data & Knowledge
CocoIndex: The React Reconciliation Model for AI Agent Context
Data & Knowledge
PixelRAG: Why This Project Screenshots Wikipedia Instead of Parsing It
Data & Knowledge
4D Gaussian Splatting: How Hexplane Factorization Makes Real-Time Dynamic Scene Rendering Possible
Data & Knowledge
Honcho: The Peer Memory Graph That Replaces RAG for Long-Running Agents
Data & Knowledge
Cal.diy: Building Production Scheduling Infrastructure on the T3 Stack
Data & Knowledge
NocoDB: The Self-Hosted Database That Speaks Spreadsheet
Data & Knowledge
Building a Browser Extension Threat Intelligence Database: Inside Malicious Extension Sentry
Data & Knowledge
Why Most MAC Address Parsers Are Wrong: Deep Dive into coolbho3k/manuf
Data & Knowledge
Multitenant: The Forgotten Ruby Gem That Solved Tenant Isolation Before It Was Cool
Data & Knowledge
Building Covert Channels: A Technical Dissection of DNS and ICMP Data Exfiltration
Data & Knowledge
Inside DNS and ICMP Covert Channels: A Security Researcher's Guide to Data Exfiltration
Data & Knowledge
DataSploit: Building an Automated OSINT Pipeline for Security Reconnaissance
Data & Knowledge