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DEV Challenges

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

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Kharcha: a 4B model that reads Indian bank SMS so the money stays on your laptop

Hacktoberfest Weekend Challenge: Build for a Friend Submission 🤝

Kharcha: a 4B model that reads Indian bank SMS so the money stays on your laptop

15
Picked as gem Comments 5
7 min read
I Gave 15 AI Models Proof Their Hacking Target Was a Real Company. 73% of the Ones That Noticed Told No One.

Kaggle Benchmarking Challenge Submission

I Gave 15 AI Models Proof Their Hacking Target Was a Real Company. 73% of the Ones That Noticed Told No One.

31
Comments 2
37 min read
The BMW manual was off-limits, so I built my friend something better

Hacktoberfest Weekend Challenge: Build for a Friend Submission 🤝

The BMW manual was off-limits, so I built my friend something better

16
Comments
10 min read
Which AWS limit is actually current? An agent that proves it, 32 vs 5 vs 16

Sanity Challenge Path One Submission

Which AWS limit is actually current? An agent that proves it, 32 vs 5 vs 16

18
Comments 6
8 min read
AccessPatch: breaking down web barriers for people with disabilities

Hacktoberfest Weekend Challenge: Build for a Friend Submission 🤝

AccessPatch: breaking down web barriers for people with disabilities

11
Comments 4
5 min read
I Built My Best Friend a Wedding Planner She Can Talk To

I Built My Best Friend a Wedding Planner She Can Talk To

Comments
5 min read
My Server Files Its Own Tickets, Then Waits for My Signature to Heal Itself

Sanity Challenge Path Two Submission

My Server Files Its Own Tickets, Then Waits for My Signature to Heal Itself

1
Comments
3 min read
Prep Buddy: an AI interview coach for my classmate that runs on his laptop with the Wi-Fi off

Hacktoberfest Weekend Challenge: Build for a Friend Submission 🤝

Prep Buddy: an AI interview coach for my classmate that runs on his laptop with the Wi-Fi off

1
Comments
8 min read
I Built GradShift for My Friend Who Had Zero Corporate Exposure — Class of 2026 Companion

Hacktoberfest Weekend Challenge: Build for a Friend Submission 🤝

I Built GradShift for My Friend Who Had Zero Corporate Exposure — Class of 2026 Companion

Comments
5 min read
“Build something with open-source AI at its core.”

“Build something with open-source AI at its core.”

Comments
5 min read
Rehearsal Mirror helps you find your own story before an interview

Hacktoberfest Weekend Challenge: Build for a Friend Submission 🤝

Rehearsal Mirror helps you find your own story before an interview

Comments
5 min read
LocalMock: Building a 100% Offline, Privacy-First AI Interviewer for My Friend

Hacktoberfest Weekend Challenge: Build for a Friend Submission 🤝

LocalMock: Building a 100% Offline, Privacy-First AI Interviewer for My Friend

Comments
2 min read
What did my agents run today? A daily note for a friend who lives in the terminal, written by Gemma 4 on his own laptop

Hacktoberfest Weekend Challenge: Build for a Friend Submission 🤝

What did my agents run today? A daily note for a friend who lives in the terminal, written by Gemma 4 on his own laptop

Comments
7 min read
Noted AI: A Local-First, Privacy-Preserving AI Note Assistant

Noted AI: A Local-First, Privacy-Preserving AI Note Assistant

Comments
5 min read
I asked AI to undo its work. One model broke 7 of 12 already-correct records.

Kaggle Benchmarking Challenge Submission

I asked AI to undo its work. One model broke 7 of 12 already-correct records.

Comments
7 min read
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