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Build a benchmark. Test the models. Win $500.

Public leaderboards only tell you so much. Run your own evaluation and see how the models really stack up.

Jem for The DEV Team

Sep 23

Join the Kaggle Benchmarking Challenge: $2,500 in Prizes for FIVE Winners!

#devchallenge #kagglechallenge #machinelearning #ai

4 min read

Cover image for How Do We Extract the “Why” from a PR into a CHANGELOG with Jev? 🤔

Balancing strict LLM constraints with raw PR text

nyaomaru

Oct 10

How Do We Extract the “Why” from a PR into a CHANGELOG with Jev? 🤔

#opensource #githubactions #ai #typescript

6 min read

Affordable vinyl customization for stock gear

Anna Villarreal

Oct 11

💅 Keyboard Makeover

#mentalhealth #craft

1 min read

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

Shubhra Pokhariya

Oct 11

I Built an AI Gardening App That Tells Me to Put the Laptop Down

#showdev #devchallenge #hf26challenge #gemma

9 min read

Relatable tech humor and shared grievances

Sylwia Laskowska

Oct 8

Every Software Developer Has Blamed…

#discuss

131

4 min read

Real utility execution beats text prompts

Randal L. Schwartz for Google Developer Experts

Oct 11

What LLMs 'Know' That You Don't Know They Know: Stop Inventing Prompt DSLs and Ride 50 Years of Unix Pre-Training Gravity

#ai #programming #unix #architecture

22 min read

Readers share hackathon plans and career debates

Hemapriya Kanagala for The DEVengers

Oct 9

Dev Opportunity Radar #20: $2M AI Reasoning Challenge, PayPal AI Hackathon, and Coinbase Analytics Challenge

#discuss #community #resources #opportunities

10 min read

Heartwarming community pet photos and stories

Hemapriya Kanagala

Oct 11

🐾 DEV Pet Corner #1: Show Us Your Pets!

#discuss #community #pets #watercooler

3 min read

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

John A Madrigal

Oct 11

ShutterHunt : A Photographic Quest That Gets You Outside

#devchallenge #hf26challenge #gemmachallenge #githubcopilot

7 min read

Real Unix primitives match crypto ledgers

Sam LABBE

Oct 10

A hash chain proves the ordering. Four attacks prove it's not enough.

#ai #security #python #testing

7 min read

Emmanuel Mumba

Oct 11

Sharkly vs Jira in 2026: Which Project Management Tool Is Better for AI Development Teams?

#ai #webdev #productivity #javascript

10 min read

Character traits revealed through coffee choices

xulingfeng

Oct 10

What Do You Drink While You Work?

#discuss #career #programming #webdev

163

2 min read

S M Tahosin

Oct 10

Git Isn't a Diff Tracker: How Blobs, Trees, DAG Commits, and the Index Actually Work Under the Hood

#git #programming #devops #webdev

11 min read

James Anderson

Oct 11

Tech Is Brutal Right Now. Stay or Go? Let's Think Clearly.

#discuss #career #beginners #ai

8 min read

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

Subarna Maity

Oct 11

FarbeDex: a colour picker that only works outside (and never needs the internet)

#devchallenge #hf26challenge #gemma #android

7 min read

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

Benny

Oct 11

Going outside was never my problem. Saying hello was.

#devchallenge #hf26challenge #touchgrass #ai

8 min read

Saikat Das

Oct 11

FRAGLINE: an offline neon arena shooter that turns one laptop and a Wi-Fi network into a LAN party

#devchallenge #hf26challenge #gamedev #godot

3 min read

Puneet-Kumar2010

Oct 11

Day 9 of Building Crowdwide — I Almost Let It Sleep for 8-10 Days 💀

#discuss #opensource #webdev #buildinpublic

3 min read

xbill

Oct 10

Debian sid on a Lenovo Yoga C630: Held GRUB, One-Time Boots and the IPA Reset

#linux #debian #arm64 #laptop

10 min read