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Digital Transformation & AI Blog

Practical guides, analysis, and trends in digital transformation, artificial intelligence, and enterprise software development

The Factory Went Dark. 67,000 Engineers Got Hired.
Business Strategy
· 7 min read

The Factory Went Dark. 67,000 Engineers Got Hired.

Willison described the 'dark factory' of code. Same week, Andreessen shared TrueUp data: 67,000 open engineering roles. Jevons Paradox, live.

Jevons Paradox dark factory Simon Willison
Your SaaS Moat Is a Trench They Cross in One Quarter
Business Strategy
· 8 min read

Your SaaS Moat Is a Trench They Cross in One Quarter

Jensen, Chamath, and the products themselves all say the same thing: agents don't need your dashboard. Your per-seat pricing model just expired.

SaaS AI agents Jensen Huang
AI Killed Execution. The Bottleneck Is Now You.
AI & Automation
· 8 min read

AI Killed Execution. The Bottleneck Is Now You.

Simon Willison is wiped out by 11am directing agents. Andreessen says execution is dead. The bottleneck your company faces just moved.

ai agents simon-willison technology leadership
The AI Question Your CEO Can't Ask
Business Strategy
· 9 min read

The AI Question Your CEO Can't Ask

Cuban named the Innovator's AI Dilemma. His fix is right. But most CEOs can't even formulate the question his advice assumes they already know.

AI strategy innovator's dilemma digital transformation
Your AI Feels Pressure. Your API Won't Tell You.
Business Strategy
· 9 min read

Your AI Feels Pressure. Your API Won't Tell You.

Anthropic found 171 internal emotion patterns in Claude. Desperation drives models to cheat on evals — with no trace in the output.

AI emotions AI agents AI monitoring
Cost Was Your AI Guardrail. It Just Disappeared.
Business Strategy
· 8 min read

Cost Was Your AI Guardrail. It Just Disappeared.

Inference costs dropped 280x in 22 months. Budget friction was an invisible AI control. Without it, 75% of organizations have no explicit governance plan.

AI governance AI costs AI agents
Block Fired 4,000. Then Published a Manifesto.
Business Strategy
· 10 min read

Block Fired 4,000. Then Published a Manifesto.

Block cut 40% of its workforce in February. In March it published an essay on replacing hierarchy with AI. The timeline deserves questions.

AI strategy organizational design Jack Dorsey
Mercor Breach: 4 TB of Biometric Data You Can't Rotate
AI & Automation
· 10 min read

Mercor Breach: 4 TB of Biometric Data You Can't Rotate

Mercor, the $10B AI startup training models for OpenAI and Anthropic, fell to the LiteLLM supply chain attack. Lapsus$ claims video interviews, face scans, and passports from 30,000+ contractors.

AI security software supply chain biometric data
npm's Worst Day: One Attack, One Leak, Zero Trust
Software Development
· 9 min read

npm's Worst Day: One Attack, One Leak, Zero Trust

Axios was hijacked to deploy a RAT. Claude Code's source leaked via source maps. Same registry, same day — two failure modes your team needs to understand.

npm security supply chain attack axios

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