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Kaggle Benchmarking Challenge

Stop trusting the leaderboard. Build your own.

Design an evaluation on Kaggle, run it across a suite of models, and write up what you found. Five winners take home $500 each.

🦄 Sharing DEV Followers Count on Github Profile 🦄
Cover image for 🦄 Sharing DEV Followers Count on Github Profile 🦄

Includes the required script file

🦄 Sharing DEV Followers Count on Github Profile 🦄

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Picked as gem Comments 28
3 min read
Polly Introduces an Open Source Maintenance Fee

Explores a novel fee model to fund open source

Polly Introduces an Open Source Maintenance Fee

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Picked as gem Comments 16
2 min read
Disappeared Since March: Taking a Long Break Was My Best Decision Yet

Community reactions to an extended tech hiatus

Disappeared Since March: Taking a Long Break Was My Best Decision Yet

56
Picked as gem Comments 17
2 min read
Clean Code Is Not the Same as Clear Code: Comments Were Never the Problem

Includes a helpful regex breakdown in the comments

Clean Code Is Not the Same as Clear Code: Comments Were Never the Problem

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Picked as gem Comments 92
9 min read
23 Rejections, Multiple Offers: What I Learned From My 2-Month SWE Job Search

Includes stats from 72 applications sent

23 Rejections, Multiple Offers: What I Learned From My 2-Month SWE Job Search

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Picked as gem Comments 16
7 min read
I Turned DEV.to Into a Walkable 3D Library — Debugging It Has Been a Nightmare

Shift from AI vibe coding to real debugging

I Turned DEV.to Into a Walkable 3D Library — Debugging It Has Been a Nightmare

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Picked as gem Comments 20
7 min read
What If Your AI Agent Never Had to Leave the Browser? (Demo 🚀)

Insights from speaking at AGNTCon Europe

What If Your AI Agent Never Had to Leave the Browser? (Demo 🚀)

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Picked as gem Comments 99
8 min read
I Pulled Nine Years of My Own Dev.to Data. The Numbers Were Not What I Expected.

I Pulled Nine Years of My Own Dev.to Data. The Numbers Were Not What I Expected.

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Picked as gem Comments 2
8 min read
This video is about how this video was made

This video is about how this video was made

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Picked as gem Comments 3
4 min read
Welcome Thread - v 394

Includes a clever JS greeting

Welcome Thread - v 394

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Comments 123
1 min read
Python Thinks Different: What Actually Happens Inside Your Code (Visual Guide)

Python Thinks Different: What Actually Happens Inside Your Code (Visual Guide)

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Picked as gem Comments 4
9 min read
Congrats to the Summer Bug Smash Winners!

Includes cool prizes like Sentry skateboards

Congrats to the Summer Bug Smash Winners!

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Comments 10
3 min read
100% vuln detection wasn't enough: measuring whether AI respects the patch

Kaggle Benchmarking Challenge Submission

100% vuln detection wasn't enough: measuring whether AI respects the patch

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Comments 3
6 min read
Git 2.55's reftable backend creates 10,000 refs in 40ms instead of 650ms

High concurrency reveals unexpected lock failures

Git 2.55's reftable backend creates 10,000 refs in 40ms instead of 650ms

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Comments 6
7 min read
Double Engine Failure: Back to the Hangar After Two Data Providers Changed Course

Double Engine Failure: Back to the Hangar After Two Data Providers Changed Course

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Comments
11 min read
Running a Jev-Style Decision Model on One TPU v6e: What Fits, What It Costs, and What Changes From a GPU

Running a Jev-Style Decision Model on One TPU v6e: What Fits, What It Costs, and What Changes From a GPU

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Comments
13 min read
Devlog: I Built a 3D Library in Three.js Without a Level Editor — So I Made My Own

Shifting from code to a visual editor

Devlog: I Built a 3D Library in Three.js Without a Level Editor — So I Made My Own

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Comments 11
6 min read
7 Agent Eval Mistakes That Cost Me Weeks (And the One-Line Fixes That Ended Them)

7 Agent Eval Mistakes That Cost Me Weeks (And the One-Line Fixes That Ended Them)

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Comments 4
5 min read
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