How to Deduplicate a Massive Music Collection: A Complete Guide
Deduplicating 115,000 audio tracks, organizing the survivors by artist, and using Claude-written scripts to identify the strays. Part 3 of 3.
Deduplicating 115,000 audio tracks, organizing the survivors by artist, and using Claude-written scripts to identify the strays. Part 3 of 3.
Standardized file naming, the open-source scripts that organize the whole collection, and how I am using audio matching to identify untitled TV episodes.
How I am slowly ripping thousands of DVDs and Blu-rays to build a personal streaming library — and why the discs themselves are worth keeping.
One hub, every device. The practical beginner’s playbook for setting up Home Assistant on a Raspberry Pi and building automations you’ll actually use.
Is Weight Watchers a diet or a lifestyle? Honestly, both — it is a calorically restrictive program disguised as a flexible budget, and whether that distinction matters depends on how your brain relates to food, tracking, and rules.
Opening a child-friendly coffee shop is not about stuffing a play corner into a hipster cafe — it is about sightlines, bathrooms, noise, and a menu that respects both kids and their parents. Here is how to do it without turning into a daycare.
Keeping flu and respiratory illness from ripping through your workforce is not about dramatic pandemic plans — it is about sick leave that employees will actually use, ventilation, on-site vaccines, and cleaning the surfaces people touch.
Cheap advertising that actually works starts before the ad spend. A fully built Google Business Profile, a real referral loop, branded vehicles, community goodwill, and a short monthly newsletter beat most paid campaigns most of the time.
Vacation days are compensation — every hour you let expire is unpaid work. Here is how to plan around burnout, use small three-day weekends, actually disconnect, and come back rested instead of dreading the inbox.
Travel with children is manageable with the right prep — pre-staged bags, honest screen-time planning, slack in the schedule, and a realistic sense of what a good day actually looks like. Here are the small choices that make a big difference.