Technology, incentives, and other things I find interesting.

I’m Tom, a product manager working in tech and writing occasionally about personal tools, decision systems, books, and ideas.

Writing

Building My Own Local AI Dictation Tool

I use voice-to-text constantly. I dictate prompts when working with AI, draft longer thoughts when typing feels too slow, and fire off messages to friends without forcing my thumbs through several paragraphs on a phone. The technology for this is not new, but the experience has often felt strangely compromised. Many transcription tools want another subscription. Others send audio to a closed-model API, which introduces a recurring cost and means trusting yet another service with my voice recordings. Even when a product works well, I am usually adapting my workflow to whatever its developers decided to build. Recently, I tried a different approach: I built the version I wanted for myself. It runs locally on my Windows computer, activates from a keyboard shortcut, and all it uses is an NVIDIA RTX 4060 Ti with 8 GB of VRAM – no special Mac M5 chips or top of the line gaming cards. The everyday transcription path is fast enough that I barely think about it. When it makes a mistake, a second shortcut I’ve created reprocesses the saved audio with a more capable model and replaces the original text. This article, fittingly, began as a voice transcription using that system.

What I Read in 2025

Last year I set out with a goal to read 10 books. Depending on who you are, this either seems like a lot or a little. For me, it is a good way to internalize the idea that I want to read about one book a month, with the 2-book buffer allowing me the comfort to take on larger books when I want to.

This is my first agentically published article

This article was created and published entirely through an AI agent. It represents a fully automated workflow from creation to deployment on the live website. This demonstrates the power of combining Hugo, automated scripts, and intelligent tooling to streamline the content publishing process. Stay tuned for more articles!

My AHK Workflow on Windows

How I built a system that makes my computer feel custom-made with AutoHotkey scripts.

Welcome to My Page

Welcome to my blog. I plan to cover various topics that I find interesting in this space. I welcome you to engage with the content via reaching out to me within our shared networks or directly via LinkedIn. I am very happy to learn from others in addition to spouting my own opinions. I can’t suggest that anything you read here will be ground-breaking, but I hope to keep it interesting enough to be worth your click.