Honest AI tool reviews
AI tools, coding assistants, automation tools, and practical AI web tech tested with real tasks.
The Practical AI Tool Matrix
Modern tools. Old-stack common sense.
Practical tech for solo builders who want useful tools, not more noise.
AI tools, web workflows, build notes, and simple-stack thinking for people building real things on the web.
Build with tools, not trends.
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A practical journal for useful tools and small web projects.
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OSJ Dashboard Stats for Umami is a WordPress admin plugin that brings your Umami analytics into the WordPress dashboard.
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Latest entries
Fresh from the journal.
The latest posts across tool tests, workflows, build notes, web tech, AI commentary, and small app ideas.
AI Debugging Basics
Make the Bug Smaller Before You Ask AI to Fix It
Before handing a bug to AI, shrink the problem first. A smaller repro saves tokens, reduces bad fixes, and makes debugging less messy.
AI Build Safety
Vibe Coding Tips for Non-Programmers
Vibe coding can help non-programmers build useful tools, but only if they keep the work small, test properly, and don’t let AI run the project blind.
Build Diary
TextToDeck Is Live, and the First Sales Are In
TextToDeck turns written posts, changelogs, launches, and updates into short vertical video decks, and the first sales are already in.
AI Commentary
The Token Tax of New Tech
AI-assisted development adds a new cost to tech choices: how much context, correction, and retrying your stack needs before it works.
Build Diary
TextToDeck: Turning Written Updates Into Short Video Decks
TextToDeck started as a workaround for making Old Stack Journal promo videos with HTML, OBS, and Clipchamp. Now it’s becoming a focused web app for turning written updates…
Build Diary
EVE Profit Routes — Week 4: Adding the Pages That Explain the Tool
Week 4 of EVE Profit Routes adds navigation, About, How-To, and update pages so the app can explain itself, build trust, and feel more complete.
How-To’s & Guides
A Practical Look at n8n: Workflows, Webhooks, AI Steps, and Receipts
n8n connects apps, APIs, AI steps, and human review flows. Here’s what it does, how it works, and how Automation Receipts fits beside it.
Build Diary
I Plugged My HTML Promo Video Template Into My WordPress Social Desk
I added my HTML promo video template to a WordPress plugin, so each article can generate social drafts and reusable video HTML from one place.
Build Diary
I Got Tired of Fighting Canva, So I Made Social Video Templates with HTML
I got tired of fighting design tools, so I built a simple HTML/CSS workflow for making reusable article promo videos with OBS and Clipchamp.
Build Diary
I Built a Manual Social Posting Desk for Old Stack Journal
I built a WordPress social posting desk that turns articles into platform-ready drafts while keeping the final posting manual and human.