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Pragmatic AI for your business

Honest analysis of AI applied to real operations. No hype, just judgment: what you control, what you can prove, and what to build that your competitors can't.

Your AI Investment Needs a Learning Curve Strategy
AI & Automation
· 7 min read

Your AI Investment Needs a Learning Curve Strategy

Anthropic analyzed how AI usage changes with experience. Veteran users hit 73% task success vs 67% for newcomers. The difference: iteration, not better tools.

AI learning curves AI adoption AI iteration
LiteLLM Attack: Your AI Trust Chain Just Broke
AI & Automation
· 7 min read

LiteLLM Attack: Your AI Trust Chain Just Broke

LiteLLM, the AI API key proxy with 97 million monthly downloads, was poisoned via PyPI. Your security scanner was the entry point.

AI security software supply chain LiteLLM
The 100x Employee Already Exists (And Changes How You Hire)
Business Strategy
· 6 min read

The 100x Employee Already Exists (And Changes How You Hire)

One AI-literate professional now produces what used to take a team. Jensen Huang confirmed it at GTC 2026. Here's what it means for your hiring strategy.

artificial intelligence talent hiring
Anthropic Uses Salesforce. Why Don't You?
Business Strategy
· 7 min read

Anthropic Uses Salesforce. Why Don't You?

The most advanced AI companies buy SaaS instead of building it. A framework for deciding when to build and when to buy.

build vs buy technology strategy enterprise SaaS
Claude Certified Architect: The Signal You Should Read
Business Strategy
· 5 min read

Claude Certified Architect: The Signal You Should Read

Anthropic launched its first technical certification and the biggest consulting firms already moved. What this means for B2B companies.

AI certification Claude Anthropic
When Every AI Idea Looks Good, Judgment Is What Ships
Business Strategy
· 9 min read

When Every AI Idea Looks Good, Judgment Is What Ships

AI generates more ideas than any team can evaluate. How B2B leaders build conviction to filter, commit, and ship the right ones.

AI strategy product judgment conviction cycle
Jensen Huang Said It in Two Words: Your Moat Is Knowing More
Business Strategy
· 6 min read

Jensen Huang Said It in Two Words: Your Moat Is Knowing More

Jensen Huang confirms that AI competitive advantage isn't about models — it's vertical specialization. What that means for B2B company leaders.

AI strategy vertical specialization competitive advantage
Google Stitch + AI Studio: Design-to-Code Without Engineers
AI & Automation
· 7 min read

Google Stitch + AI Studio: Design-to-Code Without Engineers

Google shipped a full design-to-production pipeline with Stitch and AI Studio. Where it works for B2B prototypes and where you still need real engineering.

Google Stitch vibe coding vibe design

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