Skip to content
Jeremy Watt

Hi, I'm Jeremy.

Shipping agentically.

Turning ideas into shipped software with AI agents.

2026

Machine Learning From Scratch in Python

Machine Learning Refined resurfaced on social this week, a nice reminder that from scratch is not just a teaching style. It is how the book, code, and exercises were built.

1 min read
Machine Learning From ScratchPython

Wispr Flow Needs to Be Careful

Wispr Flow is a nice wrapper around speech-to-text models. That is a real product. But wrappers live or die on trust.

2 min read
AI ToolsVoice Dictation

Always Be Gaslighting

A meme about AI coding agent verification: treat “done” as a claim, not proof.

2 min read
AI Coding AgentsAI Agent Verification

Claude Code App Icon Design: 20 SVG Iterations for a macOS Dictation App

A real iteration log: designing a macOS app icon with Claude Code and the logo-designer-skill. 20 SVG iterations, 6 parallel subagents, and the surprisingly hard problem of curving a sound wave around a cylinder.

6 min read
Claude CodeApp Icon Design

The Mac Menu Bar Is My New Scratchpad for AI Developer Tools

A short tour of five macOS menu bar apps I built to scratch my own itch, and why AI agents, XcodeBuildMCP, XC testing, and remote Mac runners make this kind of tiny native tooling much easier to ship.

5 min read
Mac AppsMenu Bar Apps

YouTube to GIF Converter: Make GIFs with No Watermark

Convert a YouTube video to a GIF with no watermark using ytgify, a Chrome extension built for clipping GIFs directly from the YouTube player.

4 min read
Chrome ExtensionYouTube

Claude Code Skills Guide: Workflows, Examples, and Setup

A practical Claude Code skills hub for reusable workflows: logo design, interviews, Socratic reviews, AskUserQuestion, SEO research, and repo setup.

4 min read
Claude CodeClaude Code Skills

AskUserQuestion in Claude Code: Clarifying Questions for Skills

AskUserQuestion is the Claude Code tool that turns vague requests into structured decisions. Use it inside skills to force clarification before an agent writes code.

4 min read
Claude CodeClaude Code Skills

Weekly Side-Vibes for the Week of May 3, 2026

Dogfooding notes from a week of Mac menu bar apps, iOS workflows, BugDrop, issuectl, and small agent-powered developer tools.

5 min read
Weekly UpdateMac Apps

How to File Your Taxes with AI in 2026

A step-by-step guide to using Claude or ChatGPT for AI tax filing. Collect your documents, redact sensitive info, clean up the noise, and let AI help you fill out every form — without uploading your SSN to the cloud.

6 min read
AITaxes