When Your Agent Finds a Vulnerability
An Anthropic researcher found a 23-year-old Linux kernel vulnerability using Claude Code and a 10-line bash script. 22 Firefox CVEs followed.
AI & TechnologyWriting
Thoughts on design, development, AI infrastructure, and building products.
What the Claude Code Source Leak Reveals
11 findings from the Claude Code source leak: how auto mode, bash security, prompt caching, and multi-agent coordination actually work.
AI & TechnologyFrancis Kéré's Design Philosophy: Architecture as Objective
Kéré built his first school for his village while still a student. His buildings are climate systems, community projects, and architecture, all at once.
Design & CultureDesign Philosophy: Steve Jobs — The Back of the Fence
Steve Jobs wasn't a designer. He was the most demanding client a designer could have. His principle: use beautiful wood on the back of the cabinet.
Design & CultureDesign Philosophy: Daniel Arsham — Everything Becomes a Relic
Daniel Arsham casts everyday objects in volcanic ash and crystal, then presents them as artifacts from the future. His method: future archaeology.
Design & CultureDesign Philosophy: Wang Shu — I Hate Perfect Things
Wang Shu builds with bricks salvaged from demolished Chinese villages. His Amateur Architecture Studio is a protest against speed, waste, and forgetting.
Design & CultureDesign Philosophy: Matthew Carter, Type Hides Its Methods
Matthew Carter cut metal punches, then made Georgia and Verdana, the typefaces that taught screens to read. The constraint is the design.
Design & CultureNeri Oxman's Design Philosophy: Editing Nature, Not Consuming It
Neri Oxman coined 'material ecology' and built structures grown by silkworms and 3D-printed in glass. Her method: design with biology, not against it.
Design & CultureDesign Philosophy: Charles Harrison — The Quiet Giant
Charles Harrison designed the plastic trash can, the View-Master, and 750 products at Sears. His audience was the family on a quiet street.
Design & CultureDesign Philosophy: Paula Scher — Serious, Not Solemn
Paula Scher sketched the Citibank logo in seconds on a napkin. It took her 34 years to learn how to draw it that fast. Speed is mastery, not carelessness.
Design & CultureDesign Philosophy: Florence Knoll — I Am Not a Decorator
Florence Knoll invented the modern office by treating interiors as architecture, not decoration. Her Planning Unit changed how corporations think about space.
Design & CultureDesign Philosophy: Don Norman — It's Not the User's Fault
Don Norman invented the term 'User Experience,' named the Norman Door, and proved that when a user fails, the design is broken -- not the person.
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.