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DEV Challenges

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

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Honest Associate: a legal research agent that structurally cannot cite a fake case

Sanity Challenge Path One Submission

Honest Associate: a legal research agent that structurally cannot cite a fake case

1
Comments
6 min read
OmniML: We Built an AutoML System That Refuses to Be a Black Box

OmniML: We Built an AutoML System That Refuses to Be a Black Box

20
Picked as gem Comments 4
7 min read
My screener recommended every job it could not read

Summer Bug Smash: Clear the Lineup 🐛🛹

My screener recommended every job it could not read

1
Comments
4 min read
# **Titanic – Machine Learning From Disaster: A Complete Project Overview**

Kaggle Benchmarking Challenge Submission

# **Titanic – Machine Learning From Disaster: A Complete Project Overview**

1
Comments 1
4 min read
When Judge Bias Matters More Than Eligibility: The Hidden Problem With Modern Hackathons

When Judge Bias Matters More Than Eligibility: The Hidden Problem With Modern Hackathons

6
Comments 2
7 min read
Sanity's Knowledge Base stopped 6 of 7 poisoned pages. The 7th fooled Claude Opus 5.

Sanity Challenge Path One Submission

Sanity's Knowledge Base stopped 6 of 7 poisoned pages. The 7th fooled Claude Opus 5.

5
Comments 2
7 min read
The page with the answer was missing. Half the models added up a total the document never states.

Kaggle Benchmarking Challenge Submission

The page with the answer was missing. Half the models added up a total the document never states.

Comments
6 min read
I paginated by 100 and lost 39 of 422 rows. At 99 and 101, nothing was missing.

I paginated by 100 and lost 39 of 422 rows. At 99 and 101, nothing was missing.

1
Comments
10 min read
The Ghost in the Graph: Catching Unbounded Recursion & Taint Drift with Gemini 1.5 Pro

Summer Bug Smash: Smash Stories 🐛🛹

The Ghost in the Graph: Catching Unbounded Recursion & Taint Drift with Gemini 1.5 Pro

1
Comments
3 min read
Can AI Diagnose a Linux Production Incident Without Making It Worse?

Kaggle Benchmarking Challenge Submission

Can AI Diagnose a Linux Production Incident Without Making It Worse?

Comments 3
5 min read
Nuera Quicksilver: building a governed operating system for company decisions with Sanity

Sanity Challenge Path Two Submission

Nuera Quicksilver: building a governed operating system for company decisions with Sanity

Comments
3 min read
Nuera Quicksilver: an agent that reads your company through Sanity Context—and cannot approve its own work

Sanity Challenge Path One Submission

Nuera Quicksilver: an agent that reads your company through Sanity Context—and cannot approve its own work

Comments
3 min read
Cryptonym Desk on Sanity: moving a word list into a dataset found two bugs

Sanity Challenge Path Two Submission

Cryptonym Desk on Sanity: moving a word list into a dataset found two bugs

Comments
7 min read
Weaponizing a CVSS 10.0 PoC: Building a Zero-Touch RSC Recon Engine with GitHub Copilot

Weaponizing a CVSS 10.0 PoC: Building a Zero-Touch RSC Recon Engine with GitHub Copilot

19
Comments
4 min read
The checker said 9 of 9. Three links in the file were already 404.

Summer Bug Smash: Smash Stories 🐛🛹

The checker said 9 of 9. Three links in the file were already 404.

1
Comments
11 min read
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