Notes on AI architecture, agentic systems, and things I'm building and learning along the way.
Thousands of OpenClaw VPS instances are already exposed online. The sponsored advice flooding your feed is wrong for 99% of people. Here's why local is better and how to set it up in under a minute on any device you own.
Everyone says "just spin up a VPS." Nobody tells you about the 47 steps between provisioning the server and actually running OpenClaw. SSH hardening, firewall lockdown, Tailscale VPN, and the actual installation — everything they don't tell you in the README.
OpenClaw isn't just another AI tool. From a second brain that remembers everything to an autonomous goal tracker and content factory — six practical use cases that anyone can set up today without writing a line of code.
A persistent AI assistant that handles time blocking, daily briefs, email triage, and home automation isn't science fiction — it's a system you can build today. The bottleneck isn't the technology. It's your ability to identify what to delegate.
How a contrarian approach to agent architecture — multiple repo copies instead of git worktrees, CLI tools over custom interfaces, and a soul.md file that shapes behavior — points toward a future where 80% of apps may disappear entirely.