The Operating System Manual for AI-First Companies

Why applying AI is not the solution for organizational fitness but a result of it.I recently watched a breakdown of Microsoft’s new “Agentic OS” and experienced a moment of clarity that was both terrifying and liberating. The realization wasn’t about what the technology could do, but how it will be ...

The Tipping Point — Why AI-First Is No Longer Optional95% Fail 4% do okay, 1% wins 1000x. Same Technology.The AI trajectory we witness is irreversible because of a fundamental law:AI Models will never be less powerful, more expensive, less capable than they are today.We are living through one of fou...

Unlock the Strongest Sub-Agent in the Game: Gemini CLIGemini Subagent guides the way.While everyone battles with Claude’s context window limitations and its relentless self-congratulation (✅✅✅ “This groundbreaking solution represents a paradigm shift” ), smart builders are deploying Gemini CLI as th...

Learn how the MECE principle from consulting structures your LLM prompts and improves AI outputs.

MECE — The AI Principle You’ll Never Stop Using After Reading ThisThe mental framework that finally quiets the overachiever’s anxiety.Your AI is failing.You prompt it to analyze the market. It misses a whole customer segment.You ask it to optimize a workflow. It creates three new bottlenecks.You dep...

Level up with Sonnet 4.5 and Gemini SubagentsSee how Claude Sonnet 4.5 completely changes the multi-agent coding game.In my last article I introduced Gemini CLI as the powerful supervising agent. Today, I discovered that Claude Sonnet 4.5 made this setup even more powerful.TL;DR- - Concept: Multi-Ag...

Why GraphRAG is 3.4x more accurate than classic RAG - and when you need which approach.

MCP is the open standard for LLM-to-tool communication. How it works and why it matters.

A MECE framework for evaluating and planning AI architectures. What capabilities does a system need to be truly intelligent?

Fantastic AI Agents and Where to Use Them — Part IA First Principles Guide to Avoiding AI ChaosThanos approves: AI agents are inevitable — but wielding their power without first principles? That’s a snap straight to chaos. Discover how to harness them wisely in Part I of this guide.While everyone th...

GraphRAG combines Knowledge Graphs with RAG for 3.4x higher accuracy. How the approach works.

Our scientific forecast for the future of AI-First transformation. Why determinism and transaction velocity determine success.

Why ChatGPT, Claude and Co. are not production-ready on their own - and what you can do about it.