#developer-experience

10 posts

Building Kestrel: A Context-Aware AI Desktop Assistant in One Session

How I built a full LittleBird clone with screen context reading, meeting recording, arena mode, and MCP tool support — from scratch to packaged .app in a single coding session.

The CLI Renaissance: How AI is Driving the Command Line Revolution

AI coding assistants output shell commands, not GUI instructions. That single fact is reversing a decade of developer tooling trends.

Building a Developer Environment That Actually Works: My Dotfiles Journey

Most developer environments are optimized for keystrokes. The actual bottleneck is context transfer between you and your AI tools.

AI Code Review Is Reasoning, Not Pattern Matching

AI code reviewers moved from rules-based checking to reasoning-based analysis. The gap between what they catch and what humans catch is closing fast.

The Shift to Async Code Gen: What It Means for Developers

Async code generation turns development into specification and review. The coding happens in the background. This changes what it means to be a senior...

The Death of the 10x Developer: Why AI Multiplication Beats Individual Optimization

AI commoditized the pattern recognition and architectural intuition that made 10x developers valuable. The bottleneck moved from individual output to...

What Actually Failed Building a Multi-AI Content System

I built a multi-AI content pipeline combining Gemini and Claude. The failures taught me more than the architecture.

Building for Humans AND Machines: The Dual-Audience Problem

Every web design decision now must serve two audiences: humans who browse visually and AI agents that consume data programmatically. The architectural...

When AI Learns to Write Like You: A Meta-Analysis

I asked Claude to analyze my writing style across my blog posts. The patterns it found -- and the ones I didn't know I had -- were genuinely surprising.

The AI Skill Mirror: Why Technical Interviews Need a Complete Rewrite

AI doesn't make everyone equally skilled. It amplifies existing ability. That changes what technical interviews should test.