Medium

Graham Waters

Graham Waters

·

6d ago

The Week in AI Development: More Model Choice, More Operational Debt

Five developments from November 2–9, 2026 that builders should act on

Graham Waters

·

Nov 2

The Week in AI Development: Models Get Faster, Agents Get Accountable

Five changes from October 26–November 2, 2026 that builders should act on

In

GlassBox

by

Graham Waters

·

Nov 1

Vulnerabilities in the AI Landscape

This week, the focus shifted from the power of AI models themselves to the vulnerabilities in their surrounding environment: extension…

Vulnerabilities in the AI Landscape

In

GlassBox

by

Graham Waters

·

Oct 26

The Week in AI Development: Cloud Distribution, Formal Verification, and Safer Agents

Five developments builders should track from October 19–26, 2026

The Week in AI Development: Cloud Distribution, Formal Verification, and Safer Agents

In

GlassBox

by

Graham Waters

·

Oct 26

Extrema Optimus

I believe AI will change the world for the better. But optimism means very little if we refuse to understand what we’re building.

Extrema Optimus

Graham Waters

·

Oct 21

30 GitHub Repositories That Make a Developer’s Workday Better

Small improvements to the terminal, sharper tests, more dependable data, and security checks you can put to work.

A navy software toolbox holds a magnifying glass, blue code brackets, a checkmark, a keycap and a coiled cable.

Graham Waters

·

Oct 21

30 GitHub Repositories for Getting Beyond the AI Demo

Model runtimes, coding agents, document tools, and data projects that help turn a clever prompt into something useful.

Document sheets pass through a blue prism and become organized data cards connected by coral paths.

Graham Waters

·

Oct 21

30 GitHub Repositories for a More Useful Digital Life

Home automation, personal finance, media libraries, and better places for the things you keep forgetting.

A house-shaped navy shelf organizes records, a recipe notebook, photographs, an envelope and a glowing lamp.

Graham Waters

·

Oct 21

30 GitHub Repositories That Make You Want to Build Something

Start a tiny service, draw a map, listen for birds, or understand the machine that makes the machine.

An orange bird perches on a robotic gripper beside a blue printed bracket, a circuit board and a topographic map.

Graham Waters

·

Oct 21

Why Government Websites Are Going Dark: The PHP2Shell Emergency, Explained

Critical PHP flaws have prompted precautionary shutdowns across Europe. The urgent question is how quickly operators can patch and safely…

Why Government Websites Are Going Dark: The PHP2Shell Emergency, Explained

Graham Waters

Graham Waters

Future AI, LLM Curator, TopWriter, M.S. Strategic Analytics, Brandeis. https://shorturl.at/aEW23 Join me in medium: https://grahamwaters.medium.com/membership

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