#automation

6 posts

Orchestrating AI Coding Agents: What I Learned Running Three Autonomous Sessions at Once

I spent a session orchestrating three concurrent AI coding agents across four repos. They shipped 20+ PRs, wrote 100+ blog posts, removed an entire database dependency, and resolved merge conflicts. Here is what actually works.

From Consumer NUC to Production-Grade Homelab: My Journey with Proxmox and Infrastructure as Code

How I transformed two ASUS NUC 15 Pro+ machines into an enterprise-grade homelab using Proxmox, Terraform, Ansible, and 100% Infrastructure as Code

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...