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DEV Challenges

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

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Building a Smart Environmental Monitoring System with Google Cloud (Inspired by NEXT ‘26)

Google Cloud NEXT '26 Challenge Submission

Building a Smart Environmental Monitoring System with Google Cloud (Inspired by NEXT ‘26)

1
Comments
2 min read
How I Used GitHub Copilot to Turn a Half-Finished Protocol Into a Certified Standard published

GitHub “Finish-Up-A-Thon” Challenge Submission

How I Used GitHub Copilot to Turn a Half-Finished Protocol Into a Certified Standard published

3
Comments
3 min read
I built a local Postgres triage co-pilot because HIPAA says I can't paste plans into ChatGPT or Claude

Gemma 4 Challenge: Build With Gemma 4 Submission

I built a local Postgres triage co-pilot because HIPAA says I can't paste plans into ChatGPT or Claude

13
Comments 4
6 min read
Building LLM message lists by hand is error-prone. There's a better way.

Hermes Agent Challenge Submission: Write About Hermes Agent

Building LLM message lists by hand is error-prone. There's a better way.

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

Gemma 4 Challenge: Write about Gemma 4 Submission

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

23
Comments 4
7 min read
The Dawn of a New Era: Google's Gemini Enterprise Agent’s Platform

Google Cloud NEXT '26 Challenge Submission

The Dawn of a New Era: Google's Gemini Enterprise Agent’s Platform

Comments
2 min read
I gave Gemini 3.5 Flash a CVE-fix PR to review. It found another bug in the same file.

Google I/O Writing Challenge Submission

I gave Gemini 3.5 Flash a CVE-fix PR to review. It found another bug in the same file.

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Comments 2
7 min read
5000 events, one worker, one bug: trace-filter for agent JSONL traces

Hermes Agent Challenge Submission: Write About Hermes Agent

5000 events, one worker, one bug: trace-filter for agent JSONL traces

3
Comments
4 min read
MY DEEP TECHNICAL EXPLORATION AND PERSONAL EXPERIENCE WITH HERMES AGENT

Hermes Agent Challenge Submission

MY DEEP TECHNICAL EXPLORATION AND PERSONAL EXPERIENCE WITH HERMES AGENT

10
Comments
10 min read
I logged 300 Hermes runs to one file. trace-session-split cut it into 300.

Hermes Agent Challenge Submission: Build With Hermes Agent

I logged 300 Hermes runs to one file. trace-session-split cut it into 300.

3
Comments
2 min read
Forget the Flashy Keynote — The A2A Protocol Is the Real Revolution From Google Cloud Next '26

Google Cloud NEXT '26 Challenge Submission

Forget the Flashy Keynote — The A2A Protocol Is the Real Revolution From Google Cloud Next '26

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Comments 2
7 min read
Building an Autonomous AI Hiring Agent with Multi-Agent Runtime Orchestration 🚀

Hermes Agent Challenge Submission: Build With Hermes Agent

Building an Autonomous AI Hiring Agent with Multi-Agent Runtime Orchestration 🚀

1
Comments 4
3 min read
Gemma4 Speculative Decoding with n-gram

Gemma 4 Challenge: Write about Gemma 4 Submission

Gemma4 Speculative Decoding with n-gram

11
Comments
2 min read
I Spent the Morning Scrolling #GoogleCloudNext and now I Cannot Stop Thinking About It

Google Cloud NEXT '26 Challenge Submission

I Spent the Morning Scrolling #GoogleCloudNext and now I Cannot Stop Thinking About It

2
Comments
4 min read
Google I/O 2026 Wasn’t About AI Models — It Was About Infrastructure

Google I/O Writing Challenge Submission

Google I/O 2026 Wasn’t About AI Models — It Was About Infrastructure

7
Comments
3 min read
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