The 5 Stages of Claude Code Mastery
Mar 27, 2026•7 min read
A field guide to the Dunning-Kruger curve of AI-assisted programming, from denial to mass enlightenment.
Systems and Strides
I document and share my learnings here. Some of them may be useful to you!
Blog Posts
Rest Days
Mar 23, 2026•4 min read
I ran a 10k two minutes faster on a harder course with less training. The secret wasn't more miles. It was forced rest.
7 Agents, 38 Tasks, $0: Running Claude Code Agent Teams on Local GPUs
Mar 16, 2026•8 min read
How I ran a 7-agent Claude Code team for 3 hours to improve this blog, paid nothing, and why local models are good enough when you decompose the work.
Claude Lens - A Control Tower for Claude Code's Multi-Agent System
Mar 7, 2026•7 min read
A desktop app that turns ~/.claude/ into a real-time observability dashboard. Teams, costs, conversations, analytics, and more in one window, zero JSON spelunking.
Leo: My Zero-Cost, Privacy-First AI Assistant on WhatsApp
Feb 22, 2026•8 min read
A fully local AI assistant inside WhatsApp, handling queries, calendar, email, and fitness tracking with zero API costs and complete data privacy.
Optional Hard Things
Feb 4, 2026•3 min read
Modern life decoupled reward from effort. Voluntary hardship rewires the equation and builds lasting resilience.
From Toy Debates to Autonomous Engineering Teams with CrewAI
Dec 31, 2025•7 min read
Scaling CrewAI from a simple debate exercise to a fully autonomous software engineering crew, with agents that research, code, and review, all running on local GPUs.
Building a Local AI Rig in 2025
Nov 25, 2025•3 min read
A dual-GPU workstation built for local LLM inference. 32GB of VRAM, no API leash, and the joy of building a PC.
First Post
Nov 24, 2025•1 min read
Why I started writing, and what to expect from a blog at the intersection of AI engineering and endurance.