# AI Agent Insights & Product Thinking

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Long-form thinking on AI Agents, automation, and building high quality, scalable software.

## Featured reading

### Looking For OpenClaw For Business?

Comparison

6 April 2026

7 min read

OpenClaw is a powerful personal AI assistant. Praxis Agents is the version built for business teams, with approvals, audit trails, and enterprise-safe execution.

What's the difference between a powerful but risky personal assistant and a business-ready AI workspace?

[Read article](/articles/openclaw-for-business.md)

## All articles

### Buy AI Agents as Capacity, Not Seats

Commercial model

3 April 2026

5 min read

Seat-based software charges for access. Praxis Agents are closer to shared operating capacity: one system that helps the team execute, retain context, and scale without per-seat pricing.

[Read](/articles/capacity-not-seats.md)

### An AI Demo Is Not a Ready to Use System

Production software

2 April 2026

6 min read

An AI-built prototype helps shape ideas. Production software scales the solution to real business needs. See the hidden systems real software needs behind the scenes.

[Read](/articles/beyond-the-ai-prototype.md)

### 'Claude' Can Mean Four Different Things

Terminology

2 April 2026

5 min read

Claude App, Claude Code, Claude Cowork, and Claude models are all Anthropic's products, but they are not the same thing. When should you use which one?

[Read](/articles/claude-explained.md)

### Why Praxis Agents Are Not SaaS

Deployment model

31 March 2026

4 min read

No shared platform. No vendor lock-in. Praxis Agents are part of a dedicated AI system, deployed for you, under your control.

[Read](/articles/why-not-saas.md)