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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.

OpenAI doubled prices while Nvidia cut inference 35x
Business Strategy
· 14 min read

OpenAI doubled prices while Nvidia cut inference 35x

GPT-5 launched at $1.25 per million input tokens. GPT-5.5 costs $5.00 today. 4x cumulative in 8 months while Blackwell Ultra cut inference 35x.

OpenAI GPT-5.5 pricing power
The runtime is a commodity now. The moat is the workflow.
Business Strategy
· 8 min read

The runtime is a commodity now. The moat is the workflow.

Anthropic prices agent runtime at $0.08/hour and wipes out a cohort of infra startups. McKinsey: 80% of firms still see no AI impact on earnings.

Anthropic Managed Agents McKinsey
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.
AI in Marketing
· 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
AI in Marketing
· 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

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