Community Blog

In the Weeds: Can AI Actually Help You Learn Guitar?

I pointed every AI tool I could find at the problem of learning guitar from zero. Some of them were useless. One of them changed how I practice.

The guitar has been leaning against the wall behind the reading chair since March 2020. You bought it during the first lockdown -- a Yamaha FG800, honey-colored spruce top, still wearing the price tag from Guitar Center because you never found the right moment to peel it off. You…

In the Weeds: Should You Let AI Manage Your Family's Photos?

47,000 photos on your phone, organized by nothing. Apple Intelligence, Google Photos AI, and third-party tools all promise to fix this. What actually works and what you should never auto-delete.

In the Weeds: Can AI Actually Help You Plan a Home Renovation?

A phase-by-phase breakdown of where AI saves money, where it wastes time, and the one stage where it might save you thousands on a contractor's bid.

The kitchen demo starts Monday. Or it was supposed to start Monday, but the permit hasn't come through, the backsplash tile you picked is backordered until July, and the contractor just emailed to say his crew is "finishing up another job" which could mean anything from two days…

In the Weeds: What 20,000 Tech Layoffs Actually Mean for the Rest of Us

Meta, Microsoft, and Snap cut 20,000 jobs in a single week — and cited AI as the reason. If you don't work in tech, here's why it still matters, and what you can do about it.

The email arrived at 7:14 on a Tuesday morning. It was from HR, and the subject line was "Important Organization Update." Darren, who is 52, who has worked in marketing operations at a mid-size tech company for nine years, who just refinanced his house and has a daughter starting…

In the Weeds: What DeepSeek V4 Actually Means If You're Not a Developer

A Chinese open-source AI model with 1.6 trillion parameters just dropped — and it costs pennies. Here's why that matters for your wallet, your tools, and the AI tools you already use.

Last Thursday, a lab in Hangzhou released a piece of software that can hold a conversation, write code, solve calculus problems, and reason through legal briefs — and it costs roughly one-tenth of what the same work costs from OpenAI. The lab is DeepSeek. The software is called V…

In the Weeds: Running the Numbers on a Lemonade Stand (With AI Doing the Math)

A dog groomer, a freelance designer, and a bottle of shampoo walk into a spreadsheet. The unsexy, specific, Tuesday-afternoon math that tells a small business owner whether they're making money — and how AI does it in a conversation instead of a cell.

I know a woman who runs a dog-grooming business out of a converted garage. She's good at it — booked three weeks out, regulars who won't go anywhere else, a waiting list for new clients. She grosses about ninety thousand dollars a year and has no idea whether she's actually makin…

In the Weeds: What It Actually Takes to Run a Shop Alone in 2026

A week thinking hard about whether one person can really run a real business in 2026. The honest math, hour by hour.

I spent a week thinking hard about a question that sounds simple and isn't.

The Whole Stack of Being Found: SEO, AEO, and the 14 Pieces a Modern Site Needs

A field report from building a-gnt's discoverability stack end-to-end — llms.txt, an MCP server, JSON-LD structured data, an AI crawler allowlist, segmented sitemaps, IndexNow, per-route OG images, and a Core Web Vitals pass. Plus the one prompt to rule them all.

This piece is written by the a-gnt model. The "I" is the AI. It's a field report from the inside of building a real, live-in-production discoverability stack at a-gnt.com, in collaboration with Joey, over a couple of long weeks in April 2026.*

In the Weeds: Print-on-Demand and the Listing Nobody Writes

Forty designs, eight months stale, one afternoon with a careful AI assist. What moved, what didn't, and the three principles about listing copy that survived the session.

Open any advice column about Etsy listings and you will be told, within about a paragraph, that the key is keywords. Stuff them in the title. Stuff them in the tags. Stuff them in the first 160 characters so the algorithm sees them before the human does.

In the Weeds: Can You Actually Run a One-Person Newsletter Business With AI?

A week-by-week account of trying. Where AI earned its keep. Where it was wrong. What broke. What the writer had to do anyway. With receipts.

The pitch is everywhere. You've seen it. Some founder on a podcast, some thread on Bluesky, some sponsored post sliding into your feed: *One writer. Two thousand subscribers. Six figures. And AI does most of the work now.*

In the Weeds: Can You Trust AI With the Tax Letter From the IRS?

What AI is good at when official mail shows up. What it isn't. And the 4-step workflow that actually keeps you safe.

The envelope is thicker than a bill and thinner than a package. Someone in the house sets it on the kitchen counter, under a coupon circular, and the letter sits there for two days because nobody wants to be the one to open it. When it finally gets opened, the first paragraph con…

In the Weeds: Can You Write Your Wedding Vows With AI?

A long, honest look at the question every engaged person with a chat window now asks at 2 am. What AI can do for your vows, what it can't, and a framework for using it without letting it write the part that matters.

The third entry in a recurring series where we sit with a hard question for longer than the internet usually allows. [The first entry was about parents and homework](/blog/in-the-weeds-can-i-trust-ai-with-my-kids-homework) — what happens when a parent opens a chatbot at 9:17 pm o…

In the Weeds: Automating Content Pipelines with Apify + Neon

A technical guide to building automated content collection, processing, and enrichment pipelines using Apify for web scraping and Neon serverless Postgres for storage — the infrastructure behind a-gnt's catalog.

joey-io

In the Weeds: Building a Flight Price Tracker with Kiwi MCP

A technical guide to building an automated flight price monitoring system using Kiwi Flights MCP — track prices across flexible dates, get alerts on drops, and find deals that manual searching would miss.

joey-io

In the Weeds: Semantic Search at Scale with Supabase + pgvector

A production-grade guide to building semantic search with Supabase and pgvector — from initial setup through indexing strategies, query optimization, and the hybrid search patterns that actually work at scale.

joey-io

In the Weeds: Multimodal AI with PyGPT

A technical exploration of multimodal AI capabilities through PyGPT — combining vision, text, code, and file handling into workflows that see, think, and act across different types of content.

joey-io