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DEV Challenges

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

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Count It or Compute It: When a Tool Returns Rows, the Models That Count Them Right Spend the Tokens

Kaggle Benchmarking Challenge Submission
xbill profile

Count It or Compute It: When a Tool Returns Rows, the Models That Count Them Right Spend the Tokens

#devchallenge #kagglechallenge #ai #machinelearning
13
Comments 4
10 min read
ScholarStack: Autonomous Financial Aid Compliance & Non-Stacking Gate via Sanity Context MCP

Sanity Challenge Path One Submission
kakeroth profile

ScholarStack: Autonomous Financial Aid Compliance & Non-Stacking Gate via Sanity Context MCP

#devchallenge #sanitychallenge #sanity #ai
20
Comments
9 min read
MLH Hack At Home 2020: Hearth
johnx4321 profile

MLH Hack At Home 2020: Hearth

#mlhacks #devchallenge #hackathon
Comments
6 min read
1:30 AM Happens Twice on November 1. Most AI Models Picked One and Moved On.

Kaggle Benchmarking Challenge Submission
wishbone_data profile

1:30 AM Happens Twice on November 1. Most AI Models Picked One and Moved On.

#devchallenge #kagglechallenge #ai #machinelearning
Comments
5 min read
I Vibe-Coded an Accessibility Platform Where Sanity Runs the Community

Sanity Challenge Path Two Submission
piyushsahujtp profile

I Vibe-Coded an Accessibility Platform Where Sanity Runs the Community

#devchallenge #sanitychallenge #sanity #ai
Comments
8 min read
ABILITY360: Building a More Accessible Future for Persons with Disabilities
piyushsahujtp profile

ABILITY360: Building a More Accessible Future for Persons with Disabilities

#mlhacks #devchallenge #hackathon #a11y
Comments
3 min read
MemoryLens: Building an Organizational Hindsight Agent with Persistent AI Memory
sathwik1403 profile

MemoryLens: Building an Organizational Hindsight Agent with Persistent AI Memory

#agents #ai #devchallenge #learning
Comments
3 min read
ProofSec: Benchmarking Epistemic Robustness and Evidence-Grounded Vulnerability Reasoning in Frontier LLM

Kaggle Benchmarking Challenge Submission
anuththara2007w profile

ProofSec: Benchmarking Epistemic Robustness and Evidence-Grounded Vulnerability Reasoning in Frontier LLM

#devchallenge #kagglechallenge #ai #machinelearning
Comments
14 min read
ZéroJour: an advisories agent that only works because the content is structured — and we prove it

Sanity Challenge Path One Submission
slabb profile

ZéroJour: an advisories agent that only works because the content is structured — and we prove it

#devchallenge #sanitychallenge #sanity #ai
5
Comments
5 min read
Keyword search found the facts but lost the sources: an Oracle-to-Azure agent on a Sanity graph

Sanity Challenge Path One Submission
uptimearchitect profile

Keyword search found the facts but lost the sources: an Oracle-to-Azure agent on a Sanity graph

#devchallenge #sanitychallenge #sanity #ai
1
Comments
7 min read
Owambe Desk: running a Nigerian wedding on Sanity Workflows

Sanity Challenge Path Two Submission
devlawrence profile

Owambe Desk: running a Nigerian wedding on Sanity Workflows

#devchallenge #sanitychallenge #sanity #ai
Comments
7 min read
ZéroJour (the press edition): a newspaper that prints itself from structured content — where the machine composes and only a human can publish
slabb profile

ZéroJour (the press edition): a newspaper that prints itself from structured content — where the machine composes and only a human can publish

#devchallenge #sanitychallenge #sanity #ai
Comments
4 min read
PIRS — Public Infrastructure Reporting System

Sanity Challenge Path Two Submission
laytontozvirevastar profile

PIRS — Public Infrastructure Reporting System

#devchallenge #sanitychallenge #sanity #ai
Comments
6 min read
PIRS — Public Infrastructure Reporting System

Sanity Challenge Path One Submission
laytontozvirevastar profile

PIRS — Public Infrastructure Reporting System

#devchallenge #sanitychallenge #sanity #ai
Comments
3 min read
Chain of Custody: an AI agent that only says what it can prove

Sanity Challenge Path One Submission
anishisbusy profile

Chain of Custody: an AI agent that only says what it can prove

#devchallenge #sanitychallenge #sanity #ai
5
Comments
9 min read
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