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: 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: 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: 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: Neri Oxman — From Consuming Nature to Editing 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: 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: 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 & CultureDesign Philosophy: Charles Harrison — The Biggest Bang You Never Heard
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: Tobias Frere-Jones — Type Exists to Solve Problems
Tobias Frere-Jones walked Manhattan block by block photographing signs, then built Gotham from what he found. His typefaces are civic infrastructure.
Design & CultureDesign Philosophy: Diébédo Francis Kéré — Architecture Is Not the Object but the 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 & 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.