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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.

The Software Lifecycle Collapsed. Your Process Didn't.
AI & Automation
· 8 min read

The Software Lifecycle Collapsed. Your Process Didn't.

Karpathy codes in English, 100% of Nvidia uses AI coding tools, Boris Cherny hasn't coded in months. The SDLC collapsed. What replaces it now.

software development lifecycle SDLC AI coding agents
Deloitte: 60% Have AI, Only 34% Transform Anything
Business Strategy
· 7 min read

Deloitte: 60% Have AI, Only 34% Transform Anything

Deloitte surveyed 3,235 C-suite leaders: 60% have AI access, but only 34% transform real processes. The bottleneck isn't technology anymore.

AI adoption business strategy AI governance
From Cassette Tapes to AI: 36 Years of Learning
Digital Transformation
· 9 min read

From Cassette Tapes to AI: 36 Years of Learning

At 14, I saved code to cassette tapes. At 15, I co-founded a software company. Google disrupted us. Today I run IQ Source. This is that story.

personal story digital transformation tech leadership
Uber: 70% of Code Is AI. Your Team Hasn't Changed
AI & Automation
· 6 min read

Uber: 70% of Code Is AI. Your Team Hasn't Changed

Uber: 92% of engineers use AI agents monthly, ~70% of code is AI-generated, 11% of PRs ship with no human author. What this means for your B2B team.

software engineering AI coding agents AI adoption
AI Is Infrastructure, Not Just Another Tool
Business Strategy
· 7 min read

AI Is Infrastructure, Not Just Another Tool

Jeff Bezos compares AI to electricity at NYT DealBook 2024. What that means for B2B companies and why isolated AI pilots are already obsolete.

artificial-intelligence business-strategy digital-transformation
Karpathy's AI Exposure Map: All 342 Occupations Scored
Business Strategy
· 9 min read

Karpathy's AI Exposure Map: All 342 Occupations Scored

Karpathy scored 342 occupations 0-10 on AI exposure. $3.7 trillion in wages in the high-impact zone. What this map means for your enterprise strategy.

AI exposure talent strategy Andrej Karpathy
The Hidden Cost Lever in Enterprise AI: Timing
Business Strategy
· 11 min read

The Hidden Cost Lever in Enterprise AI: Timing

Batch APIs, prompt caching, and off-peak scheduling can cut enterprise AI costs 40-70%. The math behind when and how you call your models.

AI costs batch API prompt caching
Your Code Review Was Built for Humans. 41% of Code Isn't
Software Development
· 8 min read

Your Code Review Was Built for Humans. 41% of Code Isn't

41% of code shipped in 2025 was AI-generated, with a 1.7x higher defect rate. Your review process assumes the author understands the code. That's over.

code quality code review AI-generated code
Your Next Executive Assistant Is an AI System
AI & Automation
· 9 min read

Your Next Executive Assistant Is an AI System

Pendo's CPO ($2.6B) monitors 45 enterprise deals without attending pipeline reviews. The architecture behind personal AI systems for executive leaders.

AI agents executive productivity enterprise automation

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