My AI Coding Tools Timeline (2021/09 - 2026/02)
A practical look at which AI tools I adopted from late 2021 to early 2026 and what changed my day-to-day coding.
Recent Insights Page 1
Git Worktrees for Parallel AI-Assisted Development
Use Git worktrees to run multiple AI coding tasks on one repository without branch-switch friction.
AGI arrived in 2025: stop arguing the label
An opinionated case that AGI effectively arrived in 2025 for mainstream knowledge work, and why arguing definitions now distracts from deployment and governance.
Use a Public SSH Server as a SOCKS Proxy on macOS
Create a secure, temporary SOCKS proxy from your Mac with SSH dynamic port forwarding and simple start/stop commands.
AI on-demand learning will make societies smarter
An opinionated look at why AI tutoring and workplace copilots are creating always-on education, plus the strongest evidence for and against the trend.
The Most Common Secret-Leaking Patterns I Still See in 2026
The repeat mistakes that still leak API keys, tokens, and credentials into Git and logs, plus practical fixes.
Add a Local Gitleaks Pre-Commit Hook (No Frameworks)
Use a simple .git/hooks/pre-commit script to block secrets before they land in history.
The Acceleration of Revolution
Why each great economic and technological revolution arrives faster than the last, and why AI may be the most disruptive yet.