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Articles
About
Work with me
Knowledge Management
NotebookLM Is Not a Chatbot. It's a Research Workbench.
17 March 2026
·
1636 words
·
8 mins
AI
NotebookLM
Google
Research
Knowledge Management
Engineering Leadership
Productivity
Everyone compares NotebookLM to ChatGPT. Wrong comparison. ChatGPT starts with a blank chat box. NotebookLM starts with your sources. That difference …
Your AI Agents Are Flying Blind. Here's How to Fix That.
15 March 2026
·
2733 words
·
13 mins
AI
AI Agents
DevOps
Engineering Leadership
Developer Productivity
MCP
Knowledge Management
Architecture
Every AI agent in your org starts every session with zero context. No business rules. No architecture decisions. No conventions. The code they …