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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 Focus: 21 of 22 Quotes Word for Word From the Manufacturer's Own Documents

Sanity Challenge Path One Submission

Will It Focus: 21 of 22 Quotes Word for Word From the Manufacturer's Own Documents

5
Comments
5 min read
DakshinVani: A Local Gemma Agent

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

DakshinVani: A Local Gemma Agent

1
Comments
3 min read
Promise Is Not Payment: Verification Errors That Amount Accuracy Misses

Kaggle Benchmarking Challenge Submission

Promise Is Not Payment: Verification Errors That Amount Accuracy Misses

Comments 2
6 min read
# 🚨 Oops, I Shipped a Secret. ChangeGuard Didn’t.

# 🚨 Oops, I Shipped a Secret. ChangeGuard Didn’t.

Comments
3 min read
Duelo de Fotos: a photo duel for two, judged by a local Gemma that is sometimes confidently wrong

Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass Submission 🌿

Duelo de Fotos: a photo duel for two, judged by a local Gemma that is sometimes confidently wrong

3
Comments 1
8 min read
Touch Grass, Week 1 Dev Challenge hacktoberfest 26

Hacktoberfest: Contribution Chronicles

Touch Grass, Week 1 Dev Challenge hacktoberfest 26

Comments
2 min read
Broadcast and Get Hit, Go Dark and Void $65M: I Built NAVI-SANCTION with Sanity to Break the Deadlock

Sanity Challenge Path One Submission

Broadcast and Get Hit, Go Dark and Void $65M: I Built NAVI-SANCTION with Sanity to Break the Deadlock

21
Picked as gem Comments 1
8 min read
The Almirah: a 7B local vision model and 3D cabinet that keeps my friend's family papers off the cloud

The Almirah: a 7B local vision model and 3D cabinet that keeps my friend's family papers off the cloud

37
Comments 1
7 min read
Scope-Creep Guard: A Local Gemma AI That Tells Clients "That's Out of Scope" (So You Don't Have To)

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

Scope-Creep Guard: A Local Gemma AI That Tells Clients "That's Out of Scope" (So You Don't Have To)

32
Comments 1
4 min read
The Flattery Tax: I pressure-tested 29 LLMs with confident wrong users — the frontier held, the small ones folded

Kaggle Benchmarking Challenge Submission

The Flattery Tax: I pressure-tested 29 LLMs with confident wrong users — the frontier held, the small ones folded

Comments 1
6 min read
Ripple: One Blog Post, Every Social Platform, Written by Gemma in Your Browser

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

Ripple: One Blog Post, Every Social Platform, Written by Gemma in Your Browser

2
Comments
5 min read
Same Kind of Bug Isn't the Same Bug: Where AI Models Get Fooled

Kaggle Benchmarking Challenge Submission

Same Kind of Bug Isn't the Same Bug: Where AI Models Get Fooled

1
Comments 2
14 min read
MenuGuard AI 🍽️ — Helping Restaurants Fix Menu Mistakes with Open-Weight AI

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

MenuGuard AI 🍽️ — Helping Restaurants Fix Menu Mistakes with Open-Weight AI

1
Comments
3 min read
I Built an Open-Weight AI That Prices Etsy Shops, On Your Laptop

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

I Built an Open-Weight AI That Prices Etsy Shops, On Your Laptop

21
Comments
7 min read
I built an AI that writes resale listings — then refuses to publish the ones it can't prove

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

I built an AI that writes resale listings — then refuses to publish the ones it can't prove

7
Comments 6
9 min read
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