MarginPulse AI: An Open-Weight CFO That Prices Side-Hustle Gigs with TabPFN-3.5 & Gemma 4
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle 1. What I Built: Solving Side-Hustle Pricing Blindness A fre…
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ScopeShield: The Open-Source Scope Creep Detector for Freelancers**
*This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle* What I Built Freelancers and boutique digital agencies ble…
MedPort: a private medical portfolio that reads your lab reports on your own laptop
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built Every time someone in my family sees a new doct…
SkinSense: Building a Skincare Side Hustle with Open AI
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle . What I Built I built SkinSense , a personalized skincare c…
MAX: A Local-First Productivity App Powered by Gemma 2 2B
"Meet MAX, a desktop productivity companion combining tasks, goals, habits, focus, and evidence-grounded AI coaching with local Gemma 2 2B inference…
ItemPilot: Turning Product Photos into Buyer-Focused eBay Listings with Local AI 🚀
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built I built ItemPilot , a local AI-powered eBay Lis…
Community Copilot: An AI-Powered Discord Assistant for Developer Communities
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle . What I Built Developer communities on Discord are full of…
Выбираем лучшую видеокарту на октябрь 2026 года
В наборе тестовых игр изменений нет. В наборе видеокарт имеется обновление: у нас появились результаты тестирования Nvidia GeForce RTX 5090D v2 и Li…
Как меня сократили из крупной IT-компании и через 3 месяца я стал зарабатывать больше, чем на прошлой работе
Весной 2026 года я потерял работу. Трудился в одной из крупнейших IT-компаний России на позиции Senior QA Automation Engineer. Но в один прекрасный…
RedactProof & Review: Zero-Cloud Contract Auditing for Freelancers
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built RedactProof & Review is an offline, privacy…
A Better Workflow for AI-Assisted Coding: Lessons from Matt Pocock
I recently watched Matt Pocock's workshop, Full Walkthrough: Workflow for AI Coding . The main takeaway: Good AI-assisted coding is not about writin…
Raw HTML vs Rendered: A Quick Check of What Crawlers Actually Read on Your Homepage
Owners often ask why a search engine or an AI assistant describes their business strangely, or not at all. One common, boring cause: the words on th…
Setting Up ElevenLabs API: From Zero to Production
Why ElevenLabs is a Game‑Changer for Voice AI If you’ve been dabbling in text‑to‑speech (TTS) or voice cloning, you know the pain points: low‑qualit…
Ledger Room: I built a local invoice sorter, then measured exactly what the privacy costs
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built Ledger turns a folder of invoices and receipts…
Keep Prices Out of the Model: A Rate-Freshness Guard for Jewellery WhatsApp Assistants
A WhatsApp assistant for an Indian jewellery store will be asked about prices constantly. Today's rate, making charges, the cost of a design in a gi…
Do Not Refresh Declining Content Until You Diagnose the Loss
Do Not Refresh Declining Content Until You Diagnose the Loss A page loses clicks. The instinctive response is to update the introduction, add a few…
Model Allergens as Data, Not Label Text: Material Flags, Line State and Changeover Gates in a Food ERP
By Isaac Muthui, CEO, Tamalaki Business Network Ltd. Originally published at factoraerp.com . In a lot of factory systems, allergens live in exactly…
How We Used FalkorDB to Make a Security Alert Explain Itself
Our entry for Graph Hacks by WeMakeDevs × FalkorDB The problem: an alert with no context A security analyst might see hundreds of alerts a day. One…
I Committed 518,000 Lines in 30 Days. Production Kept 235,000.
Originally published on my blog — read it there with the full context, code and updates . Last week I did something I almost never bother to do: I c…
PostgreSQL Constraint Naming Convention: Which Pattern to Use, and How to Find the Names That Drifted
Disclosure: I build Schemity , a desktop ERD tool - this post is from our blog and uses it for the examples. TL;DR: Use the pattern PostgreSQL alrea…
[Перевод] Сегфолт в glibc, 345 тысяч утёкших сокетов и 474 тысячи соединений за полминуты: шесть багов в одной цепочке
Плановые работы в сети раз за разом валили процессы Kafka: segfault в DNS-резолвере glibc, сотни тысяч утёкших UDP-сокетов, полмиллиона TCP-соединен…
Listify AI — Create Better Product Listings with Open-Weight AI
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built Meet Listify AI, an AI-powered web application…
Rewatch: finds the patterns in your journal with Gemma 4, fully local
This is a submission for the Hacktoberfest Open-Source AI Challenge, Week 2: Side Hustle . What I Built Rewatch reads your journal and shows you the…
95% recall, 80% answers: what LongMemEval retrieval scores don't tell you
Memory layers for AI agents love to quote LongMemEval. You will see 94%, 95%, 96%. Those numbers are real, but they usually measure retrieval: was o…
TenderLens: Turning WhatsApp & Gemma into an Autonomous Bid Assistant for Contractors
This article is submitted for the **Hacktoberfest Open-Source AI Challenge: Week 2 (Side Hustle) . Target Categories: **Overall Winner , **Best Use…
Your Voice Agent Is Not Working Until the Business Outcome Is Proven
A Voice Agent Is Not Working Until the Business Outcome Is Proven Most voice-agent dashboards answer the easiest questions: Was the call connected?…
What your review queue's ranker can and cannot see
A team with more open pull requests than review hours does not need another reviewer first. It needs something that decides which pull request to lo…
How I Used FalkorDB to Trace Software Security Risks in Warden
You’re right—you want the article body , based on the actual README. Use the title separately, then paste everything under Post content into Dev.to.…
cutting N+1 queries in Next.js API routes with Supabase RPC
when a dashboard starts pulling relational data from Supabase, the naive approach is to fire a separate select per row. the result is a classic N+1…
I Turned Shopify Objections Into Video Briefs With a Tiny YAML Schema
I was trying to make a short product video for a Shopify store whose customers kept asking one question: Will this actually work for my use case? My…