Raw notes on AI in production, real agentic systems, and what actually works for the startups we work with.
↳ 1989 notes
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.
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.
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.
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.
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.
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.
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.
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.
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.