Smash Stories: The Bug That Whispered for Two Weeks Before I Heard It
This is a submission for DEV's Summer Bug Smash: Smash Stories powered by Sentry . My AI agent was misreading financial data 1 in 5 times. No crashes.…
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Benchmarking Gemini 2.5 Flash vs 3.1 Flash-Lite vs Gemma 4 with LLM judge (Claude Fable 5)
Cross-posted from the IO reader blog , where the full version includes all 36 unedited transcripts side by side. With gemini-2.5-flash scheduled to re…
Five Gemma-4 models, one accelerator: what porting E2B 31B to AWS Inferentia2 taught me
I ported the whole Gemma-4 family — E2B, E4B, 12B, 31B, and the 26B-A4B MoE — to run on AWS Inferentia2. Each has its own write-up in this series; thi…
Running Gemma 4 26B on a 13-Year-Old Xeon: Practical AI Performance Without GPUs
Originally published on tamiz.pro . Introduction Large language models like Gemma 4 26B typically require powerful GPUs with high VRAM. This tutorial …
DiffusionGemma: 4x faster text generation
Our newest open experimental model delivers up to 4x faster inference on dedicated GPUs and opens the door to exploring speed-critical, interactive lo…
Master Local Fine-Tuning with "gemma-trainer"
Remember back in May when I introduced the gemma-skills repository? It's been rewarding to see how many of you have used my previous post to streamlin…
Gemma, the Epstein Files, and sandboxing cause a stir at the World's Fair
As the AI Engineer World’s Fair kicked off officially on Monday, the halls were filled for the traditional workshop day, where coders from across the …
How I Built a Premium Developer Tools Website Using Only a Local LLM (Gemma 4:12B + Ollama + VS Code)
Over the past few weeks, I’ve been experimenting with local language models. Like a lot of developers, I’ve used cloud AI assistants quite a bit, but …
MLOps for LLM: A Case Study on Dresscode
I've recently participated in the Gemma 4 challenge here on DEV.to, but fell short compared to many amazing projects. I really liked LIKAS . I encoura…
No Cloud, No Cost: Build an Offline Visual AI Agent with Gemma 4
With Google’s Gemma 4 12B , you can host a highly intelligent assistant that natively understands text and images right on your everyday laptop. Becau…
Project Log #1: I'm Building an AI Agent That Controls a Phone
I'm starting a new project. It's the most ambitious thing I've attempted from a phone. The goal: an AI agent that controls a smartphone. It opens apps…
Breathing Life into the Pi: Deploying Gemma 4 2B on a Raspberry Pi 5
Hi Everyone, I’m back with a brand new project, and this one has been a long time coming. For a while now, I’ve had this persistent urge to build my o…
I Generated a Tableau Dashboard Using Gemma 4 — Locally, No API Key, No Cloud
Why I Wanted to Try This With Gemma 4 I’ve been building Twilize — a tool that generates Tableau workbooks from natural language — for a while now. Mo…
Adding Gemma 4 speech recognition to a .NET desktop app: the llama-server sidecar that survived
In April 2026 Google shipped Gemma 4, a multimodal model with a native audio path. I wanted to add it to Parlotype, my .NET 10 dictation app, as a sec…
Your To-Do List Doesn't Know You — So I Gave Mine Three Brains
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built Architecture: graph TD subgraph Client["CLIENT LAYER"] FL["Flutter app…
Using Gemma4 2B to Assist Community Health Workers
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 Problem Statement Nigeria has a scarcity of health workers, with the ratio of doct…
Everbench: A document management system with Local Intelligence
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built Everbench Everbench is a low-cost, efficient document research platfor…
Gemma 4 Made Me Rethink Local AI: Not Just Text, But Images Too
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 Most people (including me, initially) think of "local AI" as a text‑only chatbot r…
🛡️ PromptGuard: I Built a Local AI Privacy Firewall That Sanitizes Your Prompts Before They Leave Your Machine
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 Every time you paste sensitive data, legal documents, or personal details into Chat…
Gemma 4: The 128K Multimodal Powerhouse in Your Terminal
A raw, developer-first look at Google’s new open-weight Gemma 4 family—featuring a hands-on local Python setup, a comparison of the 2B, 9B, and 31B va…
GemmaNotes
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built GemmaNotes is a private, completely offline, AI voice-recorder plugin …
Vestige: A Gemma 4 Brain Tracker That Won't Blow Smoke Up Your Ass
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 TL;DR What: Vestige —an ADHD-friendly Android app designed to point out the things …
Gemminate: Transforming Static Textbooks into Interactive Learning Journeys with Gemma 4
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built Static textbooks are a thing of the past. I built Gemminate , an intel…
Sentient Canvas: A Localized Agentic Workspace Powered by Google's Gemma 4
Sentient Canvas: A Localized Agentic Workspace Powered by Google's Gemma 4 Welcome to the future of localized AI interactions. Sentient Canvas is a hi…
I built GemmaPod - A truly composable and portable AI agent solution powered by your local LLM
What I Built GemmaPod is a composable, portable AI agent platform that packages local Large Language Models into single, signed HTML+JS+WASM files (~9…
Gemma 4 E4B caught three planted fabrications in 50 seconds — on a laptop, no cloud
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built scribe-check is a local-first command-line tool that reads a Markdown …
Why Gemma 4 Feels Like an Important Moment for AI Developers✨
*This is a submission for the [Gemma 4 Challenge: Write About Gemma 4] Over the past few months, I’ve been spending a lot of time exploring AI develop…
Bootstrapping with AI: Why Gemma 4 is the Micro-SaaS Founder’s Best Friend
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 The math behind building a successful micro-SaaS is usually brutal but straightfor…
🎙️Interview Coach AI — Practice Mock Interviews Locally with Gemma 4 + Jan
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built Interview Coach AI is a local-first mock interview web app. You work t…
Basics of Gemma 4 with Google ADK
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 Nothing fancy here :), we shall just explore how to use gemma4 with adk, in a step…