🛡️ DecisionShield: An AI That Audits Your Decision Before You Make It
Don't ask AI what to choose. Ask AI if you're ready to choose. We use AI every day to make decisions. Which technology should we use? Should we migr…
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Built GitOCX — an AI-powered GitHub repository analysis platform.
What I Built I built GitOCX , an AI-powered developer tool that analyzes GitHub repositories to help developers understand how a project evolves and…
I Gave My Data Pipelines a Memory: Building PipeMind with Hindsight and Groq
The 2 AM problem Every data team has lived this. A pipeline fails in the middle of the night. Somebody gets paged, stares at a stack trace, and thin…
PulseMind: Building an AI Product Intelligence System That Learns From Decisions
Introduction I’m excited to share PulseMind, an AI-powered Product Intelligence platform that I built for HackwithHyderabad 3.0. I built PulseMind a…
GitOCX: What If Your Best Developer Left Tomorrow?
This is a submission for the MLH x DEV Writing Challenge. Imagine joining a project with 500,000 lines of code. The repository is healthy. The tests…
164 disposable computers, one judging afternoon, and a question nobody had time to ask
Does it build? I have run hackathon judging the careful way. By that I mean: rubrics written before submissions open, 3 judges assigned to each proj…
I Built a Production Grade ML Candidate Ranking System
The Challenge Three months ago, I participated in the Redrob India Data & AI Challenge. Track 1: given 100,000 candidate profiles and a job desc…
The questions judges ask in hackathon Q&A, and how to answer them
Q&A is where I learn the most as an evaluator, because a team's answers reveal what the demo hid. Teams that prepare for these questions look li…
Hackathons in India for students: where to look and how to pick
In one year I competed at IIT Roorkee, IIT Kanpur, CSJMU and a community event run by MeetKats. They were all different in format, seriousness and w…
Join our DEV Weekend Challenge: Generosity Edition! $1,000 in Prizes Across FIVE Winners. Submissions Due September 7 at 6:59 AM UTC.
We're back with another DEV Weekend Challenge , a short bite-sized challenge planned to fit into your weekend. We know the submission window is tigh…
TwoKeys: AI Agents Can Act, but Should They Decide?
I created this article for the purpose of entering the All Things Agentic Hackathon . An AI agent already has the API key. It can read the campaign,…
The Answer Looked Right. That Was the Problem.
I started building The Verifier because of a slightly uncomfortable thought: What if an AI gives you a perfectly written answer based on yesterday's…
5,900 Engineers Just Registered for a Hackathon Where Using AI Is the Point. Here's How It Will Actually Be Judged.
Most hackathons treat coding agents as something between a crutch and cheating. micro1's Frontier Engineering Challenge, which kicks off today, inve…
I Joined 10+ Hackathons During My Maternity Leave. Here’s What Happened.
For the last three months, I have been on maternity leave and preparing for a major change in my life. I also participated in more than ten hackatho…
Building JONAM: Using Copernicus Earth Observation Data to Help Restore Lake Victoria's Fisheries
"What if satellite data could help protect the livelihoods of millions who depend on Africa's largest lake?" Our team JONAM had the privilege of par…
🚀 Building Two AI-Powered Solutions at HACKHAZARDS '26: VeritasFlow & PermitFlow
🚀 Building Two AI-Powered Solutions at HACKHAZARDS '26: VeritasFlow & PermitFlow How our team built two AI-powered solutions—VeritasFlow and Per…
How I Built an AI Decision Copilot to Help India Prepare for the 2026 El Niño Crisis
Building an explainable AI platform that helps district administrators allocate resources and farmers make better crop decisions using Gemini, Verte…
Building Logithon CaseOps: Cargo Loading Safety with UiPath Maestro Case
My first UiPath/RPA hackathon project: a cargo loading case workflow with 3D load planning, risk scoring, and human review. tags: uipath, hackathon,…
Building a 10-Agent Security Civilization with Qwen and Alibaba Cloud 🛡️🤖
Security auditing is broken. If you’ve ever run a static analysis tool (SAST) on a large codebase, you know the pain: thousands of alerts, zero cont…
How We Built an AI That Remembers Your Team's Failures — Before They Happen Again
Built at HackHazards '26 · FlowMind The Problem Nobody Talks About Every semester, student teams repeat the same mistakes. Wrong person assigned to…
From an Idea to a Hackathon: Lessons from Organizing Build with AI Makerere
After months of planning, countless emails, sponsor outreach, community workshops, and late nights, we successfully hosted the Build with AI Makerer…
I Built a Telegram-Inspired Messaging App Out of Boredom — Meet IGram
Sometimes, the best ideas come when you least expect them — like at 2 AM, scrolling through social media with nothing exciting to do. That’s exactly…
GuardDuo — The AI Guardian That Keeps Vibe-Coding in Check
AI coding tools are incredible. But I noticed something — they ship code fast, skip the rules, and nobody catches it until it's already in productio…
I built a release intelligence agent in 4 days with Coral, Groq, and Claude Code. Here's the exact route
5 days. Solo. First hackathon. One dashboard that tells you whether to ship. This is not a polished retrospective. This is the actual route I took —…
HackCanton Season 1: Canton Builders, Demos, Winners
Some hackathons are built like fireworks. Bright launch. Loud countdown. Forty-eight hours of chaos. A few demos. A few prizes. Then the repo goes q…
OneAquaHealth IEEE Global Hackathon
🌍🌊 Join the OneAquaHealth - IEEE Global Hackathon 2026! A worldwide call to innovators, creators, and problem‑solvers - the IEEE and OneAquaHealth p…
Smart HackOS: An All-in-One System for Managing the Entire Hackathon Lifecycle
Organizing a hackathon requires juggling hundreds of moving parts—from attendee registrations and team matchmaking to handling code submissions and…
Can AI Make Legal Work Less Painful? Join Rhett's Legal-Tech Hackathon
Legal work is still full of manual review, scattered workflows, slow compliance checks, and unclear documentation. At Rhett, we're exploring a simpl…
I built a 4-week hackathon focused entirely on real-world debugging instead of Leetcode problems
Most coding platforms train engineers to solve isolated algorithm problems. But in real engineering, you rarely reverse linked lists. You debug prod…
I Built a Real-Time Collaborative Whiteboard in One Day — Here's How
It started at midnight I had 24 hours, a free Replit subscription, and an idea: what if I could build something like Miro — but actually understand…