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…
DevOps
⚑ Report a ProblemLatest DevOps news from Tech News
StockEntry Guard: Local Gemma-Powered Product Onboarding for Small Retailers
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built I built StockEntry Guard , a local AI-assisted…
SoloDesk Intelligence: An AI-Powered Project Management Tool for Freelancers
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built SoloDesk Intelligence is a project management a…
StartupSense AI — Validate Your Startup Idea & Generate Pitch in 60 Seconds
💡 Inspiration Most founders waste weeks or months building in the dark before finding out if anyone actually wants their product. For the hackathon,…
Do Drafters Work on Small Models? Gemma 4 E2B and E4B on Two Small GPUs
This article provides a step by step guide to serving Gemma 4 E2B and E4B with Google's QAT assistant drafters through llama.cpp's speculative decod…
Listing Writer: a 270M Gemma in your browser that writes eBay listings that sell
What I built Listing Writer is a single-page web app that turns a 30-second item description into a polished eBay / Facebook Marketplace listing. Yo…
Gemma 4's MTP Drafter, Explained: Speculative Decoding and a 4-Bit Drafter at 60% of the Size
This article provides a step by step introduction to speculative decoding with Gemma 4's multi-token prediction (MTP) drafter, served by llama.cpp o…
LedgerLens Enterprise: Confidential Freelance Audit and Discrepancy Engine
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built Independent software engineers, technical consu…
EmbeddingGemma 2 on Cloud Run: an int8 CPU Service Against an NVIDIA L4
This article provides a step by step deployment guide for EmbeddingGemma 2 text embeddings to Google Cloud Run, on a CPU-only instance and on an NVI…
Earshot: a walking guide that lives in your pocket (Gemma on-device, no signal needed)
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I Built Every "explore your city" app I've used has the…
I walked an hour for 30 cents: Gemma plans litter walks that end at a deposit machine
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass At 18:27 on Sunday, a machine at Lidl in Galway printed me a…
I Built a Pokédex for My Neighbourhood - Because “Go Outside” Needed Better Instructions 🌿
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I Built “Okay, I should go outside.” Then comes the sur…
Turn your neighborhood into a daily adventures map with a cozy AI companion 🌸
Meet Outside.exe: an offline-first app that intercepts your screen time, uses Gemma to generate a custom real-world quest, and rewards you with a ha…
Voice2Note: I spoke to a ring for four hours, and the phone misheard me
This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 1, "Touch Grass" What I Built I wore a Pebble Index 01 , a ring with one b…
Touch Grass Tales: go for a walk, come back with a picture book
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I Built Touch Grass Tales turns a short walk into an il…
🛡️ 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…
Touch Grass, Not Glass: a camera that only works outside
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I Built Every "go outside" app I've tried has the same…
Tangier Explorer - Bringing Open-Source AI to the Alleyways of Tangier
Screen Fatigue in the White City When travelers and locals explore Tangier, a recurring pattern emerges: eyes glued to phone screens, blindly follow…
Granny Memories: a ghost writer that lives on my grandma's phone
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I Built My grandmother has more than 80 years of stories. She…
I built my parents a recipe app to help with their protein goals
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend . 🔗 Source code: https://github.com/shangkaul/recipe-protein 📹 Demo…
I built my cousin a gym planner that can't sneak an allergy past him
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend My cousin just started going to the gym. He also has a severe nut a…
Dadur Ranna (দাদুর রান্না) — Preserving Grandma's Handwritten Recipes with Open-Weight Gemma
Dadur Ranna (দাদুর রান্না) — Preserving Grandma's Handwritten Recipes with Open-Weight Gemma This is a submission for the Hacktoberfest Weekend Chal…
Two Sisters Tinctures: Building an Apothecary Skincare Tracker with Gemma 4 for My Sister
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend TL;DR: I built a skincare shelf tracker for my little sister. Gemma…
StudyBuddy AI: Transforming Messy Lecture Notes into Interactive Quizzes with Local Gemma Models
💡 The Inspiration & Weekend Theme ("Build for a Friend") As computer science students, my friends and I often find ourselves overwhelmed before…
Gemma 4 on Amazon SageMaker: QAT Weights Decode 2.05x Faster Than bf16 on One L4
This article gives a short background on Amazon SageMaker real-time endpoints, then measures Gemma 4 E2B's quantization-aware trained (QAT) checkpoi…
Gemma 4 on an Amazon SageMaker Endpoint: AWS CLI, NVIDIA L4, and an MCP Server
This article provides a step by step deployment guide for Gemma 4 E2B to an Amazon SageMaker hosted GPU enabled system. A suite of Python MCP tools…
Gemma 4 on Amazon SageMaker: QAT Weights Decode 2.05x Faster Than bf16 on One L4
This article gives a short background on Amazon SageMaker real-time endpoints, then measures Gemma 4 E2B's quantization-aware trained (QAT) checkpoi…
Gemma 4 on an Amazon SageMaker Endpoint: AWS CLI, NVIDIA L4, and an MCP Server
This article provides a step by step deployment guide for Gemma 4 E2B to an Amazon SageMaker hosted GPU enabled system. A suite of Python MCP tools…
Jev After Eight Days of Independent Tests: Level With Mid-Price LLMs, Behind the Frontier
This article provides a review of the independent evidence on TypeSafe's Jev, the open models built to replace it, and the prior art behind both, as…
Jev After Eight Days of Independent Tests: Level With Mid-Price LLMs, Behind the Frontier
This article provides a review of the independent evidence on TypeSafe's Jev, the open models built to replace it, and the prior art behind both, as…