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Digital Transformation & AI Blog

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

Meta records employees to train their replacements
Business Strategy
· 13 min read

Meta records employees to train their replacements

On April 21 Meta installed MCI to record US employees' mouse and keyboard. On May 20 it plans to cut 8,000 jobs. The capture clause is coming to your SaaS contracts.

Meta workplace surveillance Model Capability Initiative
'Vibe Coding Cleanup Specialist' is now a LinkedIn title
Business Strategy
· 10 min read

'Vibe Coding Cleanup Specialist' is now a LinkedIn title

Lovable leaked source code and Supabase service_role keys from pre-Nov 2025 projects via BOLA. 'Vibe Coding Cleanup Specialist' is a real LinkedIn job title now.

Lovable BOLA vibe coding
Your AI attack surface isn't the model. It's OAuth.
Business Strategy
· 9 min read

Your AI attack surface isn't the model. It's OAuth.

Vercel got compromised on April 19 through a third-party AI tool's OAuth grant. It's the third breach of this quarter with the same shape. What to fix this week.

AI security vendor governance OAuth
Every business will have an AI. I've seen this filter.
Business Strategy
· 10 min read

Every business will have an AI. I've seen this filter.

Zuckerberg said it at Stripe Sessions. Aakash Gupta amplified it today. 36 years of watching this kind of invisible filter appear. Here's what moves.

AI agents AI infrastructure Mark Zuckerberg
Salesforce Headless 360: The Seat Is No Longer the Unit
Business Strategy
· 8 min read

Salesforce Headless 360: The Seat Is No Longer the Unit

On April 16 Benioff said 'Our API is the UI'. Four words, 4.6M views, and a reprice on every Salesforce seat sitting on your P&L this quarter.

Salesforce Headless 360 AI agents
The enablement layer IS the runtime: Miller's framing breaks
Software Development
· 11 min read

The enablement layer IS the runtime: Miller's framing breaks

Adam Miller says Goose is neutral plumbing and the enablement layer is where engineering belongs. Hannah Stulberg's DoorDash Team OS proves exactly the opposite.

agent architecture Claude Code Goose
Agents ship PRs while you sleep. Who reviews them?
Software Development
· 7 min read

Agents ship PRs while you sleep. Who reviews them?

Cognition paid $250M for Windsurf so Devin can open PRs while you sleep. Cursor bet the opposite. The real bottleneck is review capacity, not code.

review at scale AI agents Cognition
Uber Burned Its Annual AI Budget in Four Months
Business Strategy
· 8 min read

Uber Burned Its Annual AI Budget in Four Months

Uber's CTO admitted Claude Code torched the full-year AI budget in four months. Adoption is now moving faster than any corporate budget cycle.

AI governance Claude Code Uber
Taste Debt: The Real Cost of Removing Yourself From AI
Business Strategy
· 6 min read

Taste Debt: The Real Cost of Removing Yourself From AI

Peter Steinberger named the real failure mode of agentic workflows: pulling yourself out too early. The bill that shows up later I call taste debt.

taste debt agentic AI AI governance

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