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NeuralHats: I Put Edward de Bono’s Six Thinking Hats on Local LLMs Using Gemma 4

Giorgi Kobaidze4d ago • 9 min read

NeuralHats: I Put Edward de Bono’s Six Thinking Hats on Local LLMs Using Gemma 4

This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built ...

#devchallenge#gemmachallenge#gemma

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Gemma 4 challenge inspired me to build my first app!

Klaudia Grzondziel5d ago • 4 min read

Gemma 4 challenge inspired me to build my first app!

This is a submission for the Gemma 4 Challenge: Write About Gemma 4 It started with a real need....

#devchallenge#gemmachallenge#gemma#beginners

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Vestige: A Gemma 4 Brain Tracker That Won't Blow Smoke Up Your Ass

Ashley Childress4d ago • 15 min read

Vestige: A Gemma 4 Brain Tracker That Won't Blow Smoke Up Your Ass

An ADHD brain tracker built on Gemma 4 (E4B + EmbeddingGemma 300M) that observes and never grades. N...

#devchallenge#gemmachallenge#gemma#android

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A 100% Private, Local AI Resume Optimizer with Google Gemma 4: How I Built ResuMate!

deeptej (⁠^⁠.⁠_⁠.⁠^⁠)⁠ﾉ4d ago • 9 min read

A 100% Private, Local AI Resume Optimizer with Google Gemma 4: How I Built ResuMate!

This is a submission for the Gemma 4 Challenge: Build with Gemma 4 See why I chose the Gemma 4 E2...

#devchallenge#gemmachallenge#gemma#discuss

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Your Inbox Knows Too Much: Parsli for the Privacy Paranoid

Olga Braginskaya5d ago • 4 min read

Your Inbox Knows Too Much: Parsli for the Privacy Paranoid

This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built Every fe...

#devchallenge#gemmachallenge#gemma

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I built a local document Q&A tool around Gemma 4 E4B's 128K context — five days, no RAG, no cloud

Yash Kumar Saini5d ago • 7 min read

I built a local document Q&A tool around Gemma 4 E4B's 128K context — five days, no RAG, no cloud

Five days, an 8 GB laptop GPU, and a stubborn belief that for the kind of documents I actually read....

#devchallenge#gemmachallenge#gemma

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The Brutal Reality of Running Gemma 4 Locally

shogun 4446d ago • 8 min read

The Brutal Reality of Running Gemma 4 Locally

This is a submission for the Google I/O 2026 Writing Challenge "At Google I/O 2026, Google made...

#devchallenge#googleiochallenge#gemma

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I Ditched Cloud LLMs for Gemma 4 4B: A DevOps Engineer's 48-Hour Reality Check

Asmae 4d ago • 6 min read

I Ditched Cloud LLMs for Gemma 4 4B: A DevOps Engineer's 48-Hour Reality Check

This is a submission for the Gemma 4 Challenge: Write About Gemma 4 I Ditched Cloud LLMs.....

#devchallenge#gemmachallenge#gemma#ai

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UXRay: I Built an AI That Roasts Your UI Like a Senior Designer Would

pulkitgovrani6d ago • 4 min read

UXRay: I Built an AI That Roasts Your UI Like a Senior Designer Would

This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built UXRay...

#devchallenge#gemmachallenge#gemma

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🛡️ PromptGuard: I Built a Local AI Privacy Firewall That Sanitizes Your Prompts Before They Leave Your Machine

Nizzad4d ago • 9 min read

🛡️ 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.....

#devchallenge#gemmachallenge#gemma

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I stress-tested Gemma 4 E4B's 128K context on a laptop GPU — recall is great, prefill is not

Yash Kumar Saini5d ago • 7 min read

I stress-tested Gemma 4 E4B's 128K context on a laptop GPU — recall is great, prefill is not

Thursday night I let a benchmark run while I slept. By Friday morning Gemma 4 E4B had answered...

#devchallenge#gemmachallenge#gemma

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I Fine-Tuned Gemma 4 on an Emotion Dataset Using a Single GPU

Sujan Koirala5d ago • 7 min read

I Fine-Tuned Gemma 4 on an Emotion Dataset Using a Single GPU

This is a submission for the Gemma 4 Challenge: Write About Gemma 4 When Google dropped Gemma 4....

#devchallenge#gemmachallenge#gemma

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SafeSMS: On-Device Threat Detection with Gemma 4 E4B, no internet required

Parul Malhotra6d ago • 3 min read

SafeSMS: On-Device Threat Detection with Gemma 4 E4B, no internet required

This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built SafeSMS....

#devchallenge#gemmachallenge#gemma

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Gemma 4 on Android: Tricks for Faster On-Device Inference

IBIYEMI Samuel O.6d ago • 8 min read

Gemma 4 on Android: Tricks for Faster On-Device Inference

When I tried building an on-device AI app with Gemma 4, the pitch was clear: model weights on the...

#devchallenge#gemmachallenge#gemma#android

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The G Factor: Your own little music talent show 🗣️🎤

Jowi A4d ago • 7 min read

The G Factor: Your own little music talent show 🗣️🎤

This is a submission for the Gemma 4 Challenge: Write About Gemma 4 ...

#devchallenge#gemmachallenge#gemma

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🎙️Interview Coach AI — Practice Mock Interviews Locally with Gemma 4 + Jan

Minh Long5d ago • 5 min read

🎙️Interview Coach AI — Practice Mock Interviews Locally with Gemma 4 + Jan

Gemma 4 plans your interview, plays the recruiter, scores every answer, and writes the report — all ...

#devchallenge#gemmachallenge#gemma

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How I Built a Local, Multimodal Gemma 4 Visual Regression & Patch Agent: Closed-Loop Validation, Canvas Pixel Diffing, and Reproducible Benchmarks

Dickson Kanyingi6d ago • 7 min read

How I Built a Local, Multimodal Gemma 4 Visual Regression & Patch Agent: Closed-Loop Validation, Canvas Pixel Diffing, and Reproducible Benchmarks

This is a submission for the Gemma 4 Challenge: Write About Gemma 4 Google's Gemma 4 brings a...

#devchallenge#gemmachallenge#gemma#ai

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Multimodal Gemma 4 Visual Regression & Patch Agent

Dickson Kanyingi6d ago • 6 min read

Multimodal Gemma 4 Visual Regression & Patch Agent

This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built ...

#devchallenge#gemmachallenge#gemma#ai

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I Built ContextFabric: One Private Memory Layer Across Claude, ChatGPT, Cursor, and More with Local Gemma 4

Tombri Bowei6d ago • 9 min read

I Built ContextFabric: One Private Memory Layer Across Claude, ChatGPT, Cursor, and More with Local Gemma 4

This is a submission for the Gemma 4 Challenge: Build with Gemma 4 AI tools remember now, but they....

#devchallenge#gemmachallenge#gemma

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🏆 Inference Collapse: Real-Time Hallucination Audit

sevasu5d ago • 2 min read

🏆 Inference Collapse: Real-Time Hallucination Audit

🏆 Inference Collapse: Real-Time Hallucination Audit Inference Collapse is a...

#devchallenge#gemmachallenge#gemma

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My Laptop Crashed Twice Trying to Run Gemma 4. That’s Why I’m Excited About It.

Aniruddha Ghosh5d ago • 3 min read

My Laptop Crashed Twice Trying to Run Gemma 4. That’s Why I’m Excited About It.

I didn’t successfully run Gemma 4 the first night I tried it. That’s the story. Not: “I built an...

#devchallenge#gemmachallenge#gemma

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I built a local first AI CCTV assistant using Gemma 4 + Frigate

Dhanush Reddy5d ago • 2 min read

I built a local first AI CCTV assistant using Gemma 4 + Frigate

This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built I Built ...

#devchallenge#gemmachallenge#gemma#automation

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The Dawn of Local Multi-Agent Architectures: Why Gemma 4 Changes Everything for Cloud Developers

Yash Sakhare6d ago • 3 min read

The Dawn of Local Multi-Agent Architectures: Why Gemma 4 Changes Everything for Cloud Developers

As cloud developers, we've spent the last few years centralizing our AI infrastructure. We pipe data...

#devchallenge#gemmachallenge#gemma

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5 things `flutter_gemma` doesn't tell you about shipping Gemma 4 on Android

Manoj Shetty5d ago • 9 min read

5 things `flutter_gemma` doesn't tell you about shipping Gemma 4 on Android

This is a submission for the Gemma 4 Challenge: Write About Gemma 4 I shipped a Gemma 4 assistant o...

#devchallenge#gemmachallenge#gemma#flutter

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Tech Articles

NeuralHats: I Put Edward de Bono’s Six Thinking Hats on Local LLMs Using Gemma 4

Gemma 4 challenge inspired me to build my first app!

Vestige: A Gemma 4 Brain Tracker That Won't Blow Smoke Up Your Ass

A 100% Private, Local AI Resume Optimizer with Google Gemma 4: How I Built ResuMate!

Your Inbox Knows Too Much: Parsli for the Privacy Paranoid

I built a local document Q&A tool around Gemma 4 E4B's 128K context — five days, no RAG, no cloud

The Brutal Reality of Running Gemma 4 Locally

I Ditched Cloud LLMs for Gemma 4 4B: A DevOps Engineer's 48-Hour Reality Check

UXRay: I Built an AI That Roasts Your UI Like a Senior Designer Would

🛡️ PromptGuard: I Built a Local AI Privacy Firewall That Sanitizes Your Prompts Before They Leave Your Machine

I stress-tested Gemma 4 E4B's 128K context on a laptop GPU — recall is great, prefill is not

I Fine-Tuned Gemma 4 on an Emotion Dataset Using a Single GPU

SafeSMS: On-Device Threat Detection with Gemma 4 E4B, no internet required

Gemma 4 on Android: Tricks for Faster On-Device Inference

The G Factor: Your own little music talent show 🗣️🎤

🎙️Interview Coach AI — Practice Mock Interviews Locally with Gemma 4 + Jan

How I Built a Local, Multimodal Gemma 4 Visual Regression & Patch Agent: Closed-Loop Validation, Canvas Pixel Diffing, and Reproducible Benchmarks

Multimodal Gemma 4 Visual Regression & Patch Agent

I Built ContextFabric: One Private Memory Layer Across Claude, ChatGPT, Cursor, and More with Local Gemma 4

🏆 Inference Collapse: Real-Time Hallucination Audit

My Laptop Crashed Twice Trying to Run Gemma 4. That’s Why I’m Excited About It.

I built a local first AI CCTV assistant using Gemma 4 + Frigate

The Dawn of Local Multi-Agent Architectures: Why Gemma 4 Changes Everything for Cloud Developers

5 things `flutter_gemma` doesn't tell you about shipping Gemma 4 on Android