Blog
Thoughts on design, AI, and building things that work.
Featured Posts
3-Tier Speculative Decoding: 92% Quality at $5-10/Month
Revolutionary pyramid architecture combines local and cloud models for production-ready inference. Get Opus-level quality with 6s startup time.
Mar 28, 2026
How We Built 2x Faster AI Inference on Apple Silicon
Meet momo-kibidango: An open-source project that accelerates local AI on Mac with zero quality loss using speculative decoding.
Mar 20, 2026
Speculative Decoding: Why GPU Inference Beats Local (And Why Token/Sec Is Misleading)
Local inference on an M4 Mac mini is faster by tokens/second, but GPU inference wins on what actually matters: time to useful answer, quality, and cost.
Mar 2026
Secure Credit Card Storage for AI Assistants: A Developer's Guide
Enterprise-grade secure storage for payment automation with AI assistants. Hardware-backed encryption, multi-backend architecture, and PCI DSS aligned practices for developers.
Mar 2026
From JSON to Cloud: How I Achieved a 20x Performance Boost Migrating 2,000 Contacts to PostgreSQL + AWS
A real-world case study in enterprise database migration, cloud architecture, and AI assistant integration. Complete technical breakdown of achieving 20x faster searches.
Mar 2026
AI Implementation for DC Area Businesses: What Actually Works in 2026
Practical AI implementation guide for DC Metro businesses. Real ROI examples, costs, and implementation framework from an MIT engineer with 30+ years experience.
Mar 2026
All Posts
The Art of Embedded Board Bring-Up
What really happens when a new board arrives from the fab house. A practitioner's guide to the methodical (and occasionally profane) process of making hardware and software work together.
Mar 2026
What Is OpenClaw and How to Set It Up
A practical guide to setting up your own AI assistant that manages email, calendar, messaging, and more — from an engineer who uses it daily.
Mar 2026
How to Add AI to Your Small Business in 2026
You don't need a data science team. Here's a no-nonsense guide to AI tools that actually deliver ROI for small businesses.
Mar 2026
RAG Pipelines Explained for Business Owners
What retrieval-augmented generation actually is, why it matters, and how it lets AI answer questions about your own documents.
Mar 2026
Why White Space Is the Most Underrated Design Tool
A deep dive into the silent power of negative space.
Feb 2026
Building a Design System from Scratch in 2026
From token chaos to a coherent, scalable system.
Jan 2026
Typography Rules Every Designer Should Know
The fundamentals that never go out of style.
Jan 2026