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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 Bottleneck Isn't the Model. It's the Context.
Business Strategy
· 9 min read

Your AI Bottleneck Isn't the Model. It's the Context.

Aakash Gupta's rule after 1,500 hours in Claude Code: CLAUDE.md should be almost empty. Enterprise AI pilots need the same context discipline.

context engineering AI architecture Claude Code
Finance AI: why LLMs still hallucinate in production
Business Strategy
· 7 min read

Finance AI: why LLMs still hallucinate in production

OpenAI formally proved in 2025 that LLM hallucinations are mathematically inevitable. Here's what that means for building finance AI that CFOs will sign.

AI governance AI architecture finance AI
Your AI Wants to Touch Payroll. Kubernetes Knows How.
Business Strategy
· 7 min read

Your AI Wants to Touch Payroll. Kubernetes Knows How.

The engineer who built Azure Kubernetes Service is now Workday's CTO. Container governance turns out to be the playbook for governing AI agents.

AI agents Kubernetes governance
Project Glasswing: AI Found What 27 Years of Humans Missed
Business Strategy
· 8 min read

Project Glasswing: AI Found What 27 Years of Humans Missed

Anthropic launched Claude Mythos Preview with 11 partners to defend critical infrastructure. What changes for your security posture and what to do now.

cybersecurity Anthropic Claude Project Glasswing
AI Agent Traps: the web your agent sees isn't yours
AI & Automation
· 9 min read

AI Agent Traps: the web your agent sees isn't yours

Google DeepMind mapped 18 attack types against AI agents. A viral thread fabricated the paper's numbers. The irony proves the thesis.

AI agent traps AI agent security prompt injection
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

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