Surf Find Post

TL;DR Links -  https://www.marktechpost.com/2025/09/08/gibsonai-releases-memori-an-open-source-sql-native-memory-engine-for-ai-agents/ GitHub Repository -  https://github.com/GibsonAI/memori

Link to article -  https://every.to/source-code/claude-code-camp

Link to article -  https://venturebeat.com/ai/how-intuit-killed-the-chatbot-crutch-and-built-an-agentic-ai-playbook-you-can-copy

Link to article -  https://www.infoq.com/articles/architecting-rag-pipeline/

TL;DR Link to article -  https://cline.bot/blog/local-models

Enhanced Knowledge Graphs: The Future of AI Understanding *How the Universal Knowledge Store (UKS) could revolutionize how AI systems represent and process information* For artificial intelligence to reach the next level, it needs to interact intelligently with the real world. Current AI systems, despite knowing vast amounts of facts, lack fundamental understanding of concepts that any child grasps intuitively—object persistence, three-dimensionality, the passage of time, and cause and effect relationships.  A revolutionary graph-based approach called the Enhanced Knowledge Graph, or Universal Knowledge Store (UKS), aims to address these critical limitations by mimicking how the human brain actually stores and processes information. ? The Brain-Inspired Approach Charles Simon, a longtime AI researcher and software developer with extensive experience in neurological test instruments and neural simulators, has developed this innovative approach through the fre...

  The Bridge to Windows: Running Your Favorite Apps on Linux So you've made the switch to Linux, enjoying its stability, security, and endless customization. But what happens when you need to run that one crucial Windows application that doesn't have a native Linux version? The good news is, you don't have to dual-boot or give up your favorite apps. Thanks to the power of the open-source community, there are several powerful tools that bridge the gap between operating systems. Here are the top five ways to run Windows applications on Linux.  1. WINE (Wine Is Not an Emulator) At the heart of many Linux compatibility solutions is WINE. Despite its name, WINE is not an emulator; it's a "compatibility layer" that translates Windows system calls into their Linux equivalents. This allows Windows programs to run on Linux as if they were native applications. ** Best for: ** Developers, tinkerers, and those who want a direct, no-frills approach. It's th...