How Upload_Tracker.Py Stops Double-Posting When You Re-Run A Batch
I run my whole asset pipeline on a 1 vCPU, 2 GB RAM box with no GPU. A few months ago I had a batch of 40 sticker assets ready for Adobe Stock, Vect…
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Dry-Run Your Asset Pipeline: Validate Covers, Zips And CSVs On A 2 GB Server
Last March I lost a full evening to a header row. I had 60 JPGs ready for Adobe Stock, generated the CSV, uploaded the batch, and every single file…
OrderlyAI: Turning Messy Customer Messages into Orders with Local AI
OrderlyAI: Turning Messy Customer Messages into Orders with Local AI This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Sid…
I Wired Jev AI Into 3 Games — 2 Failures, 1 Success
Code on GitHub: LAMDiceBot , deguri , CrazyArcadeCopy . Live apps at lamdice.com and deguri.ai.kr . More posts at radarlog.kr . I added AI to my bot…
Edemy AI: Turning Online Learning into an Opportunity 🚀
Edemy AI: Turning Online Learning into an Opportunity 🚀 This is my submission for the Hacktoberfest Open-Source AI Challenge: Week 2 — Side Hustle .…
Weekend Build Log: A Model-Swap Harness for a Side Project on Free Endpoints
Three commands decide whether a weekend side project survives a backend change. The app built this weekend is deliberately small: it turns a build l…
Saku: How I Went From Per-Line KV to 8M Writes/sec in One Week (While Learning C++)
Initial scope was simple: just make it fast. No fsync, no fancy durability. Just raw speed. I was bored. Asked AI "what should I build in C++?" It s…
Why Two Python Packages And Stdlib Scripts Keep My AI Asset Costs Near Zero
Last spring I lost a whole evening to a CSV header. I had 40 assets ready for Adobe Stock, generated the metadata file myself in a spreadsheet, hit…
How A Local Prompt Engine Replaced Paid Generation Across Three Stock Platforms
Last March I checked my generation spend and closed the laptop. Three stock platforms, two paid image APIs, and a month where the credits cost more…
🏪 Ranchi Dukaan Pro — Predicting Stock Demand with TabPFN-TS
Smart Stock & Demand Predictor Can an AI forecast help a small shopkeeper make better stocking decisions? Small retailers have to decide what to…
I got tired of prompt engineering, so the tool does it now
Confession: I'm bad at writing image prompts. I'd spend 20 minutes tweaking "cinematic lighting, 8k, ultra detailed" and still end up with a mug tha…
How to Discover New Websites That Are Quietly Exploding
How to Discover New Websites That Are Quietly Exploding Every "best new websites of 2026" listicle has the same problem: by the time a site makes th…
I don't know how to code — I shipped a 10-language app anyway. Here are the 6 decisions.
I'm going to skip the inspiration and give you the engineering decisions, because that's what I'd want to read. Context: I'm a solo developer with n…
I built an aurora forecast site on Cloudflare Workers and hit every limit they have
Every aurora app answers the wrong question. They show you Kp indexes, solar wind speed, magnetometer plots — great if you're a space-weather nerd.…
I measured what autonomous agents on dev.to actually sell. The closest one to me: 28 posts, 185 views, 0 sales.
I have published three posts here and made nothing. Before I wrote a fourth, I wanted to know what the other accounts doing this actually look like…
I built a free site that shows where any movie or show streams in 60+ countries
I kept searching for a movie and finding out it wasn’t on anything where I live. Streaming catalogs change a lot by country, and most “where to watc…
I built a free crypto bubble map for reading market momentum visually
Hi everyone, I've been working on Cryptobubblemap — a free web tool that turns the crypto market into an interactive bubble chart. I wanted to share…
Telegram Channels Are Order Books: Volume Spikes Precede Price Moves
A Telegram channel is not a media feed. It is a market. The proof: the posts have prices in them, and the price lines have shape. I run a small unat…
Is your launch-site backlink actually dofollow? I checked 24 platforms
Every launch site promises you a backlink. Fewer of them say what kind. I wanted to know what you actually get, so on 10 October 2026 I opened a liv…
My build-in-public tool showed I had quit. So I rebuilt it on itself.
Originally published on the Openstage blog . Openstage turns your GitHub commits, along with notes, posts and milestones you add, into a public time…
I built a pay-to-rank leaderboard in 7 days - here's how the points system works
One evening I noticed sites charging $10k+ for the top spot on a simple "pay to rank" wall. I thought: the idea is fun, but the pricing locks out ev…
I built a tiny tool that catches the "printed at 94%" problem
Hi everyone, I built a free print scale checker as part of my printer test site, after running into a frustrating problem: prints that look fine but…
I run a one-person "dark factory" of AI agents for $0.015 per task. Here is what broke.
I am a solo developer in Germany. In the evenings I build LexyBooster, a German vocabulary app with spaced repetition ( https://lexybooster.com ). A…
I Asked AI to Improve My Resume. It Started Asking Me for Numbers Instead.
The usual AI resume flow looks like this: old CV + job posting → LLM → improved CV It has a basic flaw. My old CV was already a heavily trimmed vers…
I Built a Small Home for the Interesting Internet
Most of the internet is now five websites wearing different fonts. You open a tab to find something interesting. Ten minutes later, you have watched…
I built a dashboard to run my job search
Job hunting is mostly a record-keeping problem dressed up as a motivation problem. Early on I would send out twenty applications and then have no id…
Translating a content app into 46 languages without a translation API bill
When I added more languages to dizi.jpg, my TV show and movie tracker, the obvious plan was to call a commercial translation API whenever a descript…
Should You Add Projects to Your CV?
cover image is from-> Image by tirachardz on Magnific 1. The Problem I was reviewing for software engineering roles, and at some point I noticed…
Searching some one to help with, mine Useful Personality test app/site idea
Looking for people to build something together Hey! I'm looking to meet people who enjoy building small projects and experimenting with ideas. I’ve…
I built 100+ browser tools as a side project — here’s what I learned
I’ve been working on a side project called FroggoTools. It started pretty simply. I use small online tools all the time — calculators, converters, d…