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DEV Challenges

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

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Will It Stack? An agent that knows which Raspberry Pi HATs fight over the same pins

Sanity Challenge Path One Submission

Will It Stack? An agent that knows which Raspberry Pi HATs fight over the same pins

Comments 1
10 min read
10 Real Airflow Incidents, 5 AI Models — Which One Handled Production Best?

Kaggle Benchmarking Challenge Submission

10 Real Airflow Incidents, 5 AI Models — Which One Handled Production Best?

Comments 1
4 min read
When a Failed Request Must Stay Failed: Reservation Replay

Kaggle Benchmarking Challenge Submission

When a Failed Request Must Stay Failed: Reservation Replay

1
Comments 2
3 min read
Incident War Room: an incident-response tool where the approval gate and the AI can't be faked out

Sanity Challenge Path Two Submission

Incident War Room: an incident-response tool where the approval gate and the AI can't be faked out

6
Comments 2
5 min read
Mecropolis: Tracking Crop Stages from Past Weather

Sanity Challenge Path Two Submission

Mecropolis: Tracking Crop Stages from Past Weather

1
Comments 1
8 min read
The Museum of Almost: a museum you explore by making choices

Sanity Challenge Path Two Submission

The Museum of Almost: a museum you explore by making choices

Comments
4 min read
Do LLMs Actually Fix Tricky React Hooks, or Do They Just Cheat?

Do LLMs Actually Fix Tricky React Hooks, or Do They Just Cheat?

1
Comments
3 min read
A Paused AI Workflow: Retry, Resume, or Keep Holding?

Kaggle Benchmarking Challenge Submission

A Paused AI Workflow: Retry, Resume, or Keep Holding?

Comments
4 min read
I switched my nine broken RimWorld mods back on to see if an agent could find them

Sanity Challenge Path One Submission

I switched my nine broken RimWorld mods back on to see if an agent could find them

Comments
7 min read
The Estian Tattler: a gossip rag for my RimWorld colony that has to cite the save file

Sanity Challenge Path Two Submission

The Estian Tattler: a gossip rag for my RimWorld colony that has to cite the save file

Comments
8 min read
Sentinel: The Automated Adversarial Testing Harness for LLM Applications

Sentinel: The Automated Adversarial Testing Harness for LLM Applications

10
Comments 1
5 min read
Ultra Bridge: Translating JAWS Keyboard Commands to NVDA with Sanity Context

Sanity Challenge Path One Submission

Ultra Bridge: Translating JAWS Keyboard Commands to NVDA with Sanity Context

Comments
4 min read
MY Edit or Abstain: AI Code-Repair Decision Benchmark

MY Edit or Abstain: AI Code-Repair Decision Benchmark

Comments
3 min read
I put one wrong test in the file. Most models sided with the test.

Kaggle Benchmarking Challenge Submission

I put one wrong test in the file. Most models sided with the test.

Comments 1
6 min read
The Impostor Was Never Dealt. So We Made the Deal Provable.

Built with a former hackathon rival

The Impostor Was Never Dealt. So We Made the Deal Provable.

32
Comments 3
19 min read
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