Matt Macosko

@ineedhemp

Builder @ Divine Tribe. Vaporizer hardware, A-Frame WebXR, Python automation, WordPress/Woo commerce. 13+ yrs cannabis tech.

Arcata, CAJoined April 2026

About

I build cannabis commerce tech at Divine Tribe — 4 WordPress/WooCommerce stores (ineedhemp.com, nicedreamzwholesale.com, tribeseedbank.com, marijuanaunion.com), an A-Frame WebXR marketplace called The Farmstand, Python/Flask HQ dashboards, and trading/automation agents. 13 years of vaporizer hardware design. Writing here about indie commerce, WebXR, and right-to-repair hardware.

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Matt Macosko's blogs

Divine Tribeineedhemp.hashnode.dev12 posts

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Recently published

MMMatt Macoskoineedhemp.hashnode.devMay 10 · 6 min read

The Day Local AI Caught the Cloud: ds4, DeepSeek V4 Flash, and What Just Changed for Devs

If you write code for a living and you've been watching the local-AI space, May 9, 2026 is the date to circle. Salvatore Sanfilippo (yes, the guy who wrote Redis) shipped ds4 — a few thousand lines of hand-written C with Metal compute kernels, built ...

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MMMatt Macoskoineedhemp.hashnode.devMay 10 · 4 min read

I Just Watched One Hacker Catch Up to a Trillion-Dollar Data Center

▶ Watch the companion video — three engines, one prompt, one MacBook Yesterday Salvatore Sanfilippo — the guy who wrote Redis 15 years ago and ran it solo for over a decade — published a few thousand lines of C code and quietly changed what counts a...

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MMMatt Macoskoineedhemp.hashnode.devApr 29 · 3 min read

HumanEval on a MacBook — 81.7% pass@1, Wi-Fi off

The M5 Max MacBook Pro with 128 GB of unified memory is the first laptop that can hold a frontier-class coding agent entirely in RAM. No GPU rack. No cloud. No subscription. I just ran HumanEval on it. Wi-Fi off the entire run. 81.7% pass@1 on the f...

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MMMatt Macoskoineedhemp.hashnode.devApr 26 · 5 min read

Pulling 10x My Subscription Value Out of Claude — While Quietly Building the Backup Plan

The math, visualized: every blue bar is one day's API-equivalent token consumption. The green dashed line at the bottom is what I actually paid (pro-rated). April 14 alone — $454 in one day — was more than four months of subscription. Every Sunday ...

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MMMatt Macoskoineedhemp.hashnode.devApr 23 · 5 min read

Free AI on a MacBook vs $100-a-Month Claude Code — Hexagon Shootout

▶ Watch the race on YouTube: https://www.youtube.com/watch?v=2KeTDDodE0A April 22, 2026. Anthropic's Claude Code Max plan jumped to $100 a month. I ran a live three-way AI race on the exact same prompt — Gemma 31B local, Llama 70B local, and Claude...

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Matt Macosko

About

Available for

Matt Macosko's blogs

Recently published

The Day Local AI Caught the Cloud: ds4, DeepSeek V4 Flash, and What Just Changed for Devs

I Just Watched One Hacker Catch Up to a Trillion-Dollar Data Center

HumanEval on a MacBook — 81.7% pass@1, Wi-Fi off

Pulling 10x My Subscription Value Out of Claude — While Quietly Building the Backup Plan

Free AI on a MacBook vs $100-a-Month Claude Code — Hexagon Shootout

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Matt Macosko

About

Available for

Matt Macosko's blogs

Recently published

The Day Local AI Caught the Cloud: ds4, DeepSeek V4 Flash, and What Just Changed for Devs

I Just Watched One Hacker Catch Up to a Trillion-Dollar Data Center

HumanEval on a MacBook — 81.7% pass@1, Wi-Fi off

Pulling 10x My Subscription Value Out of Claude — While Quietly Building the Backup Plan

Free AI on a MacBook vs $100-a-Month Claude Code — Hexagon Shootout