AI Workflows vs AI Agents: Explained with LEGOs
AI workflows are LEGO manuals; AI agents are autonomous builders. We compare reliability, cost, risks, and real use cases with recent data—and a simple decision method to pick the right approach.
ReadJournal · one note per week
What we learn while building.
Raw notes on AI in production, real agentic systems, and what actually works for the startups we work with.
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Europe vs the U.S. Tech “Kill Switch”: How to Avoid a Blackout
What if the U.S. cut off cloud, APIs, and chips tomorrow? This is no longer sci‑fi. Here’s what it means for EU SMBs—and a concrete playbook to de-risk your stack now.
ReadFrance Drops Teams and Zoom: Europe’s Digital Autonomy Gets Real
France is phasing out Teams and Zoom for a homegrown “Visio” hosted on a sovereign cloud. Beyond the politics, it’s a practical playbook for SMEs: control your data and automate without lock-in.
ReadXcode 26.3: Agentic Coding Lands (for Real) Inside the IDE
With Xcode 26.3, Apple brings agents (Claude Agent, Codex) into Xcode to act on your codebase: explore, build, test, fix. Less friction, more shipping.
ReadSouth Korea vs Grok: The Probe Forcing AI to Grow Up
Seoul is probing Grok over sexual deepfakes. Here are the numbers, the players, the business risks, and a practical playbook to build useful AI without becoming an abuse factory.
ReadThe Codex App: the AI agent that runs your dev like a factory
OpenAI’s Codex App (macOS, Feb 2026) brings multi-agents, skills, automations, and a safer sandbox. Here’s how to use it to ship faster—without chaos or hype.
ReadxAI Joins SpaceX: AI Goes Orbital (and It Changes Everything)
On Feb 2, 2026, SpaceX acquired xAI. The goal: scale AI compute using Starlink, Starship, and space-based data centers. Here’s what it means—and how to benefit from it.
ReadMicrosoft Walks Back Windows 11 AI Overload: Pragmatism Wins
After pushing Copilot everywhere, Microsoft is dialing back Windows 11 AI. Fewer intrusive integrations, a reworked Recall, and a return to basics: performance, reliability, and control.
ReadChinese Open Models Are Eating Closed US AI’s Lunch
Chinese open models (DeepSeek, Qwen…) are surging: cheaper, more flexible, widely adopted. Here’s what it means for your business—and how to benefit without being naive.
ReadShall we look at your project together?
30 minutes, free. You leave with three concrete actions, even if we don’t work together.