Project Glasswing: What Happens When a Model Is Too Good at Finding Bugs
Anthropic built a model that finds thousands of zero-days, then restricted it to 12 partners. What Project Glasswing means for agent-assisted security.
AI & TechnologyWriting
Thoughts on design, development, AI infrastructure, and building products.
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. What this means for agent-assisted security — and why the same model that writes slow code finds bugs humans missed for decades.
AI & TechnologyWhat the Claude Code Source Leak Reveals
A practitioner's analysis of the Claude Code source leak. 11 findings that explain how auto mode, bash security, prompt caching, and multi-agent coordination actually work under the hood.
AI & TechnologyDesign 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 & CultureDesign Philosophy: Frank Lloyd Wright — Of the Hill, Not On It
Frank Lloyd Wright destroyed the box and built Fallingwater over a waterfall. His principle: a building should grow from its site like a plant.
Design & CultureDesign Philosophy: Pharrell Williams — Wealth Is of the Mind
Pharrell Williams built Billionaire Boys Club, Humanrace, and a Louis Vuitton creative directorship by treating design as curation, not fabrication.
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: Fumihiko Maki — Creation Is Discovery, Not Invention
Fumihiko Maki built Hillside Terrace over 25 years, one phase at a time. His group form theory: buildings should participate in cities, not dominate.
Design & CultureDesign Philosophy: Futura — The Signature as Art
Futura started on NYC subway trains, broke from letterforms into pure abstraction, and proved that a graffiti tag is the original identity system.
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: Kashiwa Sato — A Strong Identity Is an Icon
Kashiwa Sato redesigned Uniqlo, 7-Eleven Japan, and 1,700 products by stripping brands to a single icon. His method: zero in on the essence, then compress.
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 & 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.