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DEV Challenges

This is the official tag for submissions and announcements related to DEV Challenges.

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How to measure prompt cache hit ratio in your Hermes Agent

Hermes Agent Challenge Submission

How to measure prompt cache hit ratio in your Hermes Agent

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Comments 2
4 min read
The End of Renting Intelligence? Why Gemma 4 Makes Local AI Feel Viable

Gemma 4 Challenge: Write about Gemma 4 Submission

The End of Renting Intelligence? Why Gemma 4 Makes Local AI Feel Viable

9
Comments 1
5 min read
Everyone's Talking About Bigger AI Models. I Built a Gemma 4 Farm Doctor That Works When the Internet Doesn't.

Gemma 4 Challenge: Build With Gemma 4 Submission

Everyone's Talking About Bigger AI Models. I Built a Gemma 4 Farm Doctor That Works When the Internet Doesn't.

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Comments 2
6 min read
I gave Gemma 4 access to my Google Drive without sending a single file to the cloud

Gemma 4 Challenge: Build With Gemma 4 Submission

I gave Gemma 4 access to my Google Drive without sending a single file to the cloud

8
Comments
6 min read
How I Connected Hermes Agent to My Next.js App (And Why It's Not Just Another Chatbot Wrapper)

Hermes Agent Challenge Submission

How I Connected Hermes Agent to My Next.js App (And Why It's Not Just Another Chatbot Wrapper)

2
Comments
9 min read
The model isn’t the hard part: the data pipeline I built to teach Gemma 4 E2B to read Indian GST invoices.

Gemma 4 Challenge: Write about Gemma 4 Submission

The model isn’t the hard part: the data pipeline I built to teach Gemma 4 E2B to read Indian GST invoices.

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Comments 1
7 min read
🚀 Building Smarter with Google Cloud

Google Cloud NEXT '26 Challenge Submission

🚀 Building Smarter with Google Cloud

Comments
2 min read
Open-Source Intelligence: Building with Gemma and MCP

Open-Source Intelligence: Building with Gemma and MCP

2
Comments
2 min read
The Reflex Loop: A Guide to Building Self-Healing Agentic Infrastructure

OpenClaw Challenge Submission 🦞

The Reflex Loop: A Guide to Building Self-Healing Agentic Infrastructure

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Comments
2 min read
AI Agents Don't Need Better Models. They Need Better Memory. Here's the Proof.

Hermes Agent Challenge Submission

AI Agents Don't Need Better Models. They Need Better Memory. Here's the Proof.

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Comments 1
4 min read
🚀 Gemma Doc Pro: Privacy-First Codebase Intelligence Dashboard

Gemma 4 Challenge: Build With Gemma 4 Submission

🚀 Gemma Doc Pro: Privacy-First Codebase Intelligence Dashboard

14
Comments
4 min read
The Agent That Writes Its Own Manual: A Deep Dive Into Hermes Agent's Self-Improving Architecture

Hermes Agent Challenge Submission

The Agent That Writes Its Own Manual: A Deep Dive Into Hermes Agent's Self-Improving Architecture

3
Comments
8 min read
I Wasn't Going to Write for the OpenClaw Challenge. Then 2026.4.24 Dropped.

OpenClaw Challenge Submission 🦞

I Wasn't Going to Write for the OpenClaw Challenge. Then 2026.4.24 Dropped.

8
Comments
11 min read
I Tested Gemma 4 E4B vs 31B on 50 Real Student Career Queries — The Results Surprised Me

Gemma 4 Challenge: Write about Gemma 4 Submission

I Tested Gemma 4 E4B vs 31B on 50 Real Student Career Queries — The Results Surprised Me

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Comments 1
8 min read
Building ElectionEdu: An AI-Powered Election Process Education Assistant Introduction

Building ElectionEdu: An AI-Powered Election Process Education Assistant Introduction

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Comments
3 min read
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