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Articles about AI & Automation

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.

Anthropic gave Figma three days' notice before competing
AI & Automation
· 5 min read

Anthropic gave Figma three days' notice before competing

Anthropic's chief product officer resigned from Figma's board on April 14. Three days later, Anthropic launched Claude Design, its direct competitor.

Figma Anthropic Claude Design
AI Doesn't Make You Better. It Amplifies What You Are
AI & Automation
· 5 min read

AI Doesn't Make You Better. It Amplifies What You Are

An engineer with Claude closes in an afternoon what used to take a week. The same tool, in careless hands, wipes a production database instead.

AI agents AI governance Claude Code
The model is a commodity. Governance is the moat.
AI & Automation
· 5 min read

The model is a commodity. Governance is the moat.

Enterprise AI doesn't fail because the model can't reason. It fails because the business has no control tower: who approves what, under which policy, with what record.

AI governance AI agents enterprise AI
The Four Loops That Replaced Prompt Engineering
AI & Automation
· 4 min read

The Four Loops That Replaced Prompt Engineering

Tom Osman ran a single-prompt autonomous loop that produced 183 user stories and a full QA cycle overnight. LangChain published the playbook. The shift: you stop being the one who prompts and start building the thing that prompts for you.

agentic AI systems AI agent loops prompt engineering
Block didn't buy a chatbot. It built a system.
AI & Automation
· 5 min read

Block didn't buy a chatbot. It built a system.

Block built Builderbot: tag it in Slack and it researches, plans and ships. 1,500 PRs a week, 15% of production code. The interface that wins is the conversation.

AI agents agent orchestration Block
Your AI Won't Get Bored Maintaining the Wiki. Or Verify It.
AI & Automation
· 5 min read

Your AI Won't Get Bored Maintaining the Wiki. Or Verify It.

Google formalized the Open Knowledge Format so agents can maintain your docs. It standardizes structure, not truth. That gap is the real problem.

knowledge management AI agents Open Knowledge Format
The Untrainable Ground: Owning the AI Benchmark
AI & Automation
· 7 min read

The Untrainable Ground: Owning the AI Benchmark

Anything on a public leaderboard gets trained against. The only AI advantage that doesn't expire is the definition of good that lives exclusively inside your company.

AI benchmark competitive advantage AI evaluation
The Meeting You Didn't Record Is Gone as AI Context
AI & Automation
· 6 min read

The Meeting You Didn't Record Is Gone as AI Context

David Haber at a16z: every unrecorded meeting is AI context you'll never recover. The companies recording everything are building a corpus no competitor can access.

meeting recording enterprise AI corpus AI context

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