Blog
Coding, work, life, and whatever i want.
The GraphRAG Trap: Why I Uninstalled Neo4j for My Personal Assistant
Why GraphRAG is often overkill for personal AI assistants and why I decided to pivot back to a simpler RAG + Memory stack for Nouva.
Why RAG is Not Enough for Your AI Second Brain
Exploring the limitations of traditional RAG for long-term memory and why a hybrid approach with structured memory is the future for AI agents.
Why Home-Lab Still Matters: Independent Infrastructure Architecture in the 2026 Cloud Era
In the midst of cloud dominance, building an independent infrastructure (home-lab) remains the best choice for engineers who prioritize privacy, total control, and operational efficiency.
Beyond Basic RAG: Building Autonomous AI Agents with MCP and Graphiti
Why traditional RAG is no longer enough and how to build autonomous agents with long-term memory using Model Context Protocol (MCP) and Graphiti.
Configure Gmail Alias with SPF and DMARC
A complete guide to sending emails from a custom domain alias in Gmail using proper SPF and DMARC setup.
Prompting is not a Role, it's Culture
Why prompting is not just a skill or role, but a mindset embedded in every modern workflow
Understanding JavaScript Engine
How JavaScript really works behind the scenes?
Will not Come
My bullshit motivation.
Text Formatting Examples
Example Text Formatting using Markdown.