Agent Plugins 1.0: One Package Format for Every AI Agent
Agent Plugins 1.0 packages skills and MCP servers into one portable format for ChatGPT, Codex, Cursor, Copilot, and VS Code. What it covers, and who is absent.
AI DevelopmentWriting
Thoughts on design, development, AI infrastructure, and building products.
Cross-Session Messaging in Claude Code
Claude Code v2.1.224 lets sessions message each other over local sockets on macOS and Linux. The mechanics, the trust model, five patterns, and the traps.
Developer Tools & AIInstall and Update Claude Code CLI: Mac, Linux, Windows
Every way to install, update, pin, and uninstall the Claude Code CLI -- native installer, Homebrew, winget, or npm -- on macOS, Linux, WSL, and Windows.
AI & TechnologyMotion Grammar: When Animation Earns Its Frames
Interface animation is a language with a small grammar: four duration bands, two easing rules, and one blunt test. If you can't say why it moves, delete it.
Design & CultureDesigning for AI Agent Surfaces
My site serves 40x more requests to AI agents than human visits -- and the agents read different pages. Craft rules for the reader that renders nothing.
Design & CultureThe Forms Canon: Every Field Is a Question
Form design has a canon: one column, visible labels, forgiving inputs, errors that teach, and never losing the user's work. The rules and why each exists.
Design & CultureIcons Are a Vocabulary, Not Decoration
Interface icons work like a language with about a dozen words everyone knows. Label by default, one family per product, one metaphor per action.
Design & CultureThe Five Spacing Decisions That Fix Most UI
Most interfaces have a spacing problem, not a color problem. Five decisions, one scale, and the Gestalt rule that lets whitespace replace borders.
Design & CultureSuno's Style of Music Field and Style Influence Slider
Suno's Style of Music field defines the vocabulary; the Style Influence slider sets how strictly it's obeyed. The 4-7 descriptor rule and what silently fails.
AI & TechnologyMidjourney Sref Codes Are Version-Bound: Fix Your Library
A Midjourney sref code only means what its style system says it means. Which --sv each code era needs, and how to build a library that survives new versions.
AI & TechnologyMidjourney V8 vs V7: The Prompt Anatomy That Changed
Midjourney V8 executes prompts far more literally than V7, and half the control surface changed underneath. What migrates, what breaks, and the costly gotchas.
AI & TechnologyDesign Philosophy: Hideo Kojima, Director of Constraints
Hideo Kojima codified the stealth genre because his hardware could not draw bullets, then spent decades smuggling cinema into a medium that kept telling him no.
Design & CultureExternal Publications
Technical writing at Introl
Local LLM Hardware Pricing Guide 2025
Comprehensive hardware recommendations and cost analysis for running large language models locally.
H100 vs. H200 vs. B200: Choosing the Right NVIDIA GPUs for Your AI Workload
GPU selection guide comparing NVIDIA's latest datacenter accelerators for different AI workloads.
TPU Architecture: Complete Guide to Google's 7 Generations
Deep technical dive into Google's Tensor Processing Unit evolution from TPUv1 to TPUv5.
GPU Memory Pooling in Multi-Tenant Kubernetes
Resource sharing strategies for GPU clusters in containerized environments.
Ray Clusters: Distributed AI Computing Infrastructure
Guide to building and managing distributed AI computing with Ray framework.
DeepSeek V3 Open Source AI Cost Advantage
Analysis of open source LLM economics and DeepSeek's competitive positioning.
NVIDIA Vera Rubin GPU 600kW Racks 2027
Future datacenter power requirements and NVIDIA's next-generation GPU roadmap.
SMR Nuclear Power for AI Data Centers
Small modular reactor solutions for powering next-generation AI infrastructure.
DeepSeek MHC Architecture Breakthrough
Technical analysis of DeepSeek's Multi-Head Compression architecture innovations.
