The Bakery Line: Saturday Morning Crowds, Human-Counted
It's Saturday, 9:47 AM, and you ask your AI assistant a simple question: bakery now, or in an hour? The assistant has ten thousand reviews to draw o…
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Hi Everyone!
I'm Shivangi. I joined DEV Community to document my learning, share my project updates and connect with fellow developers and professionals. Excited…
Six dev.to Articles Walked In, Four Roadmap Phases Walked Out: Why the Community Is the Best Design Review Your Project Will Ever Get
One evening of reading other people's posts about agentic coding turned into three new global rules on my machine, four new phases on cairn's roadma…
Designing a discussion forum without turning it into a social network
I've spent much of the last few months designing and building Public Voice, a new independent discussion forum. I'm a graphic designer first and a d…
I Found a Phishing Scam Hiding in Dev.to Comments (Here’s How to Spot It) 🚨
Hey DEV Community! 👋 I’ve been spending a lot of time here lately, reading incredible articles, sharing my own journey building a 142KB AI app on a…
Building Secure Pipelines for Civic Technology
When a municipal water valve fails, the root cause is rarely malicious. More often, it traces back to an unverified config push that bypassed stagin…
Hosting Open-Source Civic Tech Without Compromising Public Trust
Municipalities run public portals, voting tools, and budget trackers on open-source repos. Building government software for years taught me one thin…
Thank You, Every Time: What the Pyxel Team at ESA Taught Me That No Employer Ever Did
Every time I sent the Pyxel team something, they said thank you. Not once at the end, as a formality. Every time. A fix, a new version of the tool I…
Use this PIPE to feel the FLOW
A proof-of-concept TypeScript compiler with a pipeline operator. npm install -D @pengeszikra/typescript@next I’d like you to experience the same flo…
33 Seconds After Publish: Anatomy of a Comment-Phishing Campaign
Thirty-three seconds. That's the distance between my sixth article going live and its first comment — which was not a reader. It was a bot impersona…
Did I Miss Anything? Rails World FOMO and What I Actually Want From a Conference
Rails World happened this week in Austin, and I wasn't there. I've never been to Rails World, or RailsConf for that matter. This year the timing jus…
Task-Seeded Synthetic QA Data Generation for Nemotron Pretraining
This article is a deep-dive from JudyAI Lab — an AI engineering playbook series with 100+ published guides, 5,000+ weekly readers across 60+ countri…
🚀 I reached 1,001 views on DEV!
I just did it! I looked at my DEV dashboard and noticed that my profile has reached 1,001 total views . First, thanks to this amazing community . Wh…
Hacktoberfest 2026 Changed the Rules. Here's How to Actually Join In This October
If your mental model of Hacktoberfest is still "open four pull requests against any public repo, get a T-shirt or a tree planted," that model is gon…
What OSDHACK'26 Taught Us About Hackathons in the AI Era
Hi everyone, we're from OSDC, and this year we continued our flagship event, OSDHACK'26 , with a five-day hackathon focused on On-Device AI and Loca…
🪄 The Beauty of Being Bad at First: Why We Need to Protect Our Beginner Mindset 🎨✨
╭──────────────────────────────────────────╮ │ 📁 ℋ𝒾𝓏𝒷𝒶'𝓈 𝒯𝒽ℴ𝓊ℊ𝒽𝓉𝓈 & ℛℯ𝒻𝓁ℯ𝒸𝓉𝒾ℴ𝓃𝓈 │ ╰──────────────────────────────────────────╯ 💡 𝒫ℯ𝓇𝓈ℴ𝓃𝒶𝓁 𝒮ℯ𝓇𝒾ℯ𝓈…
I’m Building Crowdwide — A Social Platform Where Smaller Communities Get a Chance
So... What Actually Is Crowdwide? 🚀 If you've been following my recent posts, you might have seen that Crowdwide just became the KODA ONLINE FEST Se…
🔥 The Imposter’s Tax: Why Hiding Your Wins Is Secretly Hurting Everyone
(っ◔◡◔)っ 💖 🌸 "Your light doesn't shrink anyone else's sun; it just reminds them how to warm up." We need to talk about a silent, heavy tax that high-…
Enable authentication in your instance of Jitsi Meet
A basic installation of Jitsi Meet gets you up and running within shortest time, probably in less than 15 minutes. There are hardly any configuratio…
Networking Needs a Protocol: Build a Consent-First Community Introduction Flow
Networking advice often assumes the difficult part is finding the right words. In a community product, the harder problem is usually uncertainty: Wa…
EVA-Bench Data 2.0 Benchmark Release: Covering 3 Domains, 121 Tools, and 213 Test Scenarios
This article is a deep-dive from JudyAI Lab — an AI engineering playbook series with 100+ published guides, 5,000+ weekly readers across 60+ countri…
Networking is Hard but easy to think about.
The video cover is what we are all feeling in this Job Market. I don't have a good cover image this time. Thought it would give some clarity haha. N…
🟣 Ever Fluorescent: Live Again!
⭐Excitement! I've had had stores on Shopify, and a successful Etsy store. But after years of ups and downs and general nonsense, I'm done living by…
Don’t Let an MCP Crawl Your Community Chat: Build a Consent-Gated Knowledge Pipeline
A community member may be happy to answer a question in chat without volunteering that answer as permanent context for an AI assistant. That distinc…
Mentoring first-year students: what works and what wastes their time
First-years arrive with two things: enormous energy and no map. Most mentoring wastes the first by failing to provide the second. After mentoring 20…
The Next Person Should Not Inherit Your Beauty Filter: Build a Reset-Safe Tencent RTC Camera Booth
A shared camera experience at a hackathon, community event, or creator booth has an awkward failure mode: the next participant can inherit the previ…
Hey Everyone! I’m Sanidhya from MLH
MLH AI Roadshow Bengaluru Hey Everyone! I am Sanidhya Goel, a new MLH Hackathon Community Manager (HCM) for Asia Pacific, and I couldn’t be more exc…
I got tired of having 5 different image tools open, so I built one that does everything
Every time I needed to edit a screenshot, convert a HEIC file, compress an image for upload, — it was a different tool, a different tab, a different…
Closing the Loop on Civic Tech
When a municipal app quietly drops a reported pothole into a database, the citizen loses trust long before the asphalt cracks. We write the ingestio…
Tell Me About You
After sixty-seven published posts here, the comments have become one of the best parts of the work. Some of you have run my code, found things I mis…