My hands-on learning notes from “AI Agents and Applications” by Roberto Infante After setting up a clean Python virtual environment with LangChain, LangGraph, ChromaDB, and MCP adapters, I dove into LangGraph — the powerful framework for building reliable, stateful AI…
Microsoft announced the MAI family of models at Build 2026, including MAI-Thinking-1 — their first major reasoning model (35B active parameters, Mixture-of-Experts). As of early June 2026, it is in private preview and only available through Microsoft AI Foundry. Here’s…
Over the past few days, I went from “What is JEPA?” to successfully installing and running LeWorldModel — one of the most promising recent approaches toward real world models from Yann LeCun’s new lab, Advanced Machine Intelligence (AMI). Why This…
Final Working Method: Docker (Recommended) Why Docker? The local uv / Python installation was very unstable due to compatibility issues between Unsloth 2026.4.4, PyTorch 2.6, and torchao. Docker provides a stable, pre-configured environment. Step 1: Install NVIDIA Container Toolkit Bash…
From paradise in Honolulu, another successful maintenance day on my local AI infrastructure. I just finished a complete refresh of my Debian 13 (Trixie) AI workstation. The goal was simple: keep everything current, eliminate conflicts, and make future updates effortless.…
Aloha from Honolulu! Today I finally got OpenClaw (v2026.3.13) running locally on my Debian box—a hobbyist AI agent powered by Anthropic’s Claude (for now). Think of it as my own JARVIS-lite: it chats via a clean web dashboard at 127.0.0.1:18789,…
After seeing DeerFlow hit #1 on GitHub Trending in late February 2026, I decided to install it locally on my Debian machine. I wanted a fully offline multi-agent system that can research, code, analyze data, and even generate podcasts —…
Log: Oracle XE sqlstart Connection Setup (Debian VM, Sep 22, 2025) Context:Dennis spent several hours troubleshooting Oracle XE connection problems inside Docker with SQLPlus. The main challenge was the password containing “@”, which confused SQLPlus parsing. This caused repeated errors…
🧹 Kali VM Cleanup Script with Desktop Launcher While installing AI/ML packages in my Kali Linux VM, I ran into a “No space left on device” error. The issue wasn’t my main disk (which had plenty of space) but large…
✅ What I Set Up (Week 1 – AI News Summarizer) 📂 Project Folder (ai_news_summarizer_week1/) news_fetch.py → Python script to fetch newsrequirements.txt → Dependencies (feedparser + requests)README.md → Quick start guidedigest.md → Markdown digest of the latest tech/AI news (generated…