Ai

Apr 04, 2026 · 8 min read

6 Claude Code Features Most Developers Don't Know Exist

Most developers use Claude Code the same way: open a terminal, describe a task, watch it write code. Maybe you’ve set up a CLAUDE.md file. Maybe …

ai developer-tools claude-code

Mar 19, 2026 · 2 min read

Building a Personal Operating System for AI-Assisted Development

This series documents the design, architecture, and lessons learned from building POS (Personal Operating System). A file-based workflow that turns a …

ai developer-tools workflow

Mar 19, 2026 · 7 min read

What Still Needs Work (POS Part 5)

Following our discussion on Cross-Tool Compatibility in Part 4, this final post takes an honest look at the system’s current limitations. What …

ai developer-tools workflow

Mar 19, 2026 · 5 min read

Cross-Tool Compatibility and the Handoff Protocol (POS Part 4)

After exploring Context Management in Part 3, it’s time to look at how this context moves between different AI tools. The Vendor Lock-in Trap …

ai developer-tools workflow

Mar 19, 2026 · 5 min read

Context Management (POS Part 3)

Building on Part 2’s deep dive into the Skill System, this post tackles the challenge of managing what those skills can “see.” The …

ai developer-tools workflow

Mar 19, 2026 · 9 min read

The Skill System (POS Part 2)

In Part 1: The Problem and the Architecture, we established the file-based foundation of the Personal Operating System. Now, let’s look at how …

ai developer-tools workflow

Mar 19, 2026 · 8 min read

The Problem and the Architecture (POS Part 1)

Every AI coding tool I’ve used has the same fundamental limitation. It forgets everything the moment a session ends. That sounds like a minor …

ai developer-tools workflow

Dec 05, 2024 · 0 min read

Streamline DevSecOps Engineering Workflows with GitLab Duo

gitlab gitlab-duo devsecops

Sep 19, 2024 · 0 min read

Reducing Bias in AI with Open Source

ai open-source