LinkedIn

2026


Blurbs

Random thoughts too short for a blog

Except When It Is Not

2026-07-04

AI adoption
IT bureaucracy
intrapreneurship
developer productivity

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Diving Into Core AI

2026-07-03

Apple
Core AI
macOS
machine learning

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Core AI on Apple Silicon

2026-06-27

Apple
Core AI
edge inference
Apple Silicon

I've been spending some evenings playing with Apple's CoreAI. It is yet another way to export and run models in a format that takes advantage of Apple silicon.

Apple is making it easy for any developer to integrate high performance inference on the edge. I mean if I can make a multi-modal AI-powered native MacOS app, anyone can.

The Threat to Crypto Rails

2026-06-24

cryptocurrency
security
edge devices
AI

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Evolving Agentic Systems Toward Determinism

2026-05-27

agentic systems
deterministic code
AI efficiency
software evolution

If you want a compute and token efficient 'agentic systems' your goal should be to use your non deterministic coding tools to replace as many parts of your non deterministic system as possible with deterministic code.

Just not all of them.

Start off with something wildly inefficient then invest in evolution towards efficiency.

A Faster Local Agent Brain

2026-05-22

local LLMs
inference
KV caching
agentic AI

oMLX as my local LLM server. It's faster. Mainly due to SSD KV caching. They've also got turboquant support for KV cache, but I haven't tested that deeply.

Qwen 3.6 35B A3B 8bit is my new local non coding agent brain. It's fast and smart and works well with opencode as the harness. It's also good at image understanding.

The Aerodynamic Hearse

2026-05-17

design
style
Bruno Munari
criticism

“On one occasion I even saw an aerodynamic hearse, which is about as far as the aerodynamic style can go”

Bruno Munari, on forcing things into a given style.

Collaboration at Agent Speed

2026-05-15

agentic workflows
collaboration
AI coding
software teams

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