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Thoughts & Takes

On automation, AI, and doing more with less.

Vercel Got Breached Through a Third-Party AI Tool
AIApr 20, 2026

Vercel Got Breached Through a Third-Party AI Tool

Vercel disclosed a breach tied to a compromised AI tool used by one employee. Here is what actually happened and what it means for anyone using third-party integrations.

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AI Isn't Killing Jobs Yet. But 2030 Is Close.
OpinionApr 16, 2026

AI Isn't Killing Jobs Yet. But 2030 Is Close.

LinkedIn's data shows a 20% hiring drop since 2022, but AI isn't the cause. That might change faster than most businesses are ready for.

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Claude Managed Agents: What Actually Ships
AIApr 14, 2026

Claude Managed Agents: What Actually Ships

Anthropic launched hosted agent infrastructure that handles sandboxing, orchestration, and crash recovery. Here is what ships today and where the lock-in risks live.

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AI Catches Fraud While Creating It
AIApr 13, 2026

AI Catches Fraud While Creating It

Experian's 2026 forecast shows consumers lost $12.5B to fraud last year. The same AI banks use for defense is being turned against them.

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AI Jargon, Translated for People Who Run Businesses
OpinionApr 12, 2026

AI Jargon, Translated for People Who Run Businesses

TechCrunch published an AI glossary for general readers. Here's what those terms actually mean when you're deciding whether to build something with them.

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