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Latest Articles
Japanese Market Data You Can Actually Use: 8 Apify Actors for Scraping Mercari, Yahoo Auctions, Rakuten, and More
7+ min ago (233+ words) If you're building a price comparison tool, a market research dashboard, or an AI agent that needs real Japanese ecommerce data, you've probably hit the same wall: Japan's biggest marketplaces don't have public APIs — or they're locked behind expensive enterprise…...
🔗 Linking ROME French and European ESCO job referentials with Gemma and TabPFN
7+ min ago (288+ words) This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend I built a while set of resources to link together job and skills referentials: 👉 I needed these links as an interoperable dataset to help my students from…...
LocalLens — On-Device, Privacy-First AI Browser Automation Extension
31+ min ago (108+ words) Hacktoberfest Weekend Challenge: Build for a Friend Submission 🤝 This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend I built LocalLens, a privacy-first, on-device AI browser extension (MV3) that turns natural language instructions into precise web browser actions…...
I built a local AI workout planner for my gym-obsessed friend
31+ min ago (510+ words) This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend My friend Ritesh is a proper gym guy. He already enjoys lifting and spends a lot of time training, so motivation isn't really his problem. Some days…...
zkAPI Keeps Escape Withdrawals Pending During Default 24-Hour Challenge
52+ min ago (228+ words) Users can leave an Ethereum vault without a server clearance signature. Active notes that expire before closure can be claimed for the treasury. An escape withdrawal from zkAPI remains pending during a default 24-hour challenge period, while active notes that…...
Most people-search tools will sell you a phone number that's actually masked garbage. Mine refuses to.
45+ min ago (211+ words) Free public people-search sites all follow the same pattern: they show you a name, an address, maybe... Tagged with python, webscraping, api. This actor looks up a person by name, phone, email, or address and returns their address history, relatives,…...
Performing Linear Regression Using the Normal Equation in most simplified version
1+ hour, 2+ min ago (119+ words) I recently wrote a beginner-friendly article about performing linear regression using the Normal Equation. I tried to explain the idea step by step, starting with a simple question: If some coefficients can minimize the prediction error, how can we find…...
Error Tracking API Guide: Choose 4 FastAPI Django SaaS Rollback Checks
59+ min ago (538+ words) Choose a small error-tracking API when the rollback decision depends on searchable exception events, not on traces, replay, or a full monitoring suite. For a healthtech FastAPI service comparing an experiment across tenant cohorts, the deciding constraint is rollback safety:…...
The Friend Who Doesn't Disappear
1+ hour, 1+ min ago (863+ words) There is a particular kind of loneliness that is difficult to explain. It's not being alone. It's having someone you care about slowly disappear from your life — and realizing that if you stop initiating, checking in, reminding, planning, and asking,…...
Building a 100% Private, Offline-Ready Speech Translator for Hacktoberfest 2026
59+ min ago (315+ words) *This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I... Tagged with devchallenge, weekendchallenge, hf26challenge. #what-i-built What I Built I built Speech Translator, a privacy-first, offline-capable web application designed to bridge communication gaps for a loved one....