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I'm Not on the DEV Team. I Still Debugged Their Missing Badges From Public Code. (And My First Test Was Wrong.)
Cover image for I'm Not on the DEV Team. I Still Debugged Their Missing Badges From Public Code. (And My First Test Was Wrong.)

A humbling reminder that passing tests can lie

I'm Not on the DEV Team. I Still Debugged Their Missing Badges From Public Code. (And My First Test Was Wrong.)

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Picked as gem Comments 23
6 min read
I Earned a Seat at GitHub Universe. It'll Stay Empty, and That's Not Fair

Built through severe pain to win the top prize

I Earned a Seat at GitHub Universe. It'll Stay Empty, and That's Not Fair

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Comments 29
3 min read
Don't Be a Proxy Between Me and Your AI

Readers debate using AI as a communication shield

Don't Be a Proxy Between Me and Your AI

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Picked as gem Comments 50
7 min read
A small, not-so-smart model went from 10% to 99.6% at reading property deeds for $1.15, and it says 'check this line' instead of bluffing

Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady Submission 🦥

A small, not-so-smart model went from 10% to 99.6% at reading property deeds for $1.15, and it says 'check this line' instead of bluffing

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Comments 9
12 min read
🐾 DEV Pet Corner #3: Show Us Your Pets!

🐾 DEV Pet Corner #3: Show Us Your Pets!

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Comments 1
3 min read
👻 The $249 Ghost Sale

AI analytics troubleshooting and shop debugging

👻 The $249 Ghost Sale

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Comments 4
5 min read
Your agent isn't running out of context because of one big file

Your agent isn't running out of context because of one big file

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Comments 37
3 min read
The Model Proposes, Rust Verifies: Triaging Job Postings with a Local Gemma

Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady Submission 🦥

The Model Proposes, Rust Verifies: Triaging Job Postings with a Local Gemma

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Comments
5 min read
🦥 My Screenshots Folder Was a To-Do List That Never Reminded Me. So I Hired a Sloth.

Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady Submission 🦥

🦥 My Screenshots Folder Was a To-Do List That Never Reminded Me. So I Hired a Sloth.

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Comments
15 min read
Postmortem: The Tuesday Our AI Bill Had No Owner

Postmortem: The Tuesday Our AI Bill Had No Owner

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Comments 3
14 min read
The Best Prompt Rule Is the One You Delete: Moving AI Guardrails Out of Markdown and Into Git Locks, Linux insmod, and 15ms Compiler Auto-Fixes

The Best Prompt Rule Is the One You Delete: Moving AI Guardrails Out of Markdown and Into Git Locks, Linux insmod, and 15ms Compiler Auto-Fixes

Comments
29 min read
Train Gemma 4 on Its Own Cut-Short Answers: Half the Tokens on an 8 GB RTX 3050

Train Gemma 4 on Its Own Cut-Short Answers: Half the Tokens on an 8 GB RTX 3050

Comments
11 min read
Storing Documents: From a JSON String to Bytes on Disk

Storing Documents: From a JSON String to Bytes on Disk

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Comments
12 min read
I Hired a Sloth to Read My GitHub Inbox While I Sleep

Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady Submission 🦥

I Hired a Sloth to Read My GitHub Inbox While I Sleep

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Comments
8 min read
Gemma 4 on a 4 GB GPU in Plain PyTorch: From Out of Memory to Faster Than llama.cpp

Includes a tricky broadcast K/V debugging story

Gemma 4 on a 4 GB GPU in Plain PyTorch: From Out of Memory to Faster Than llama.cpp

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Comments 3
13 min read
Valkey 9.2's new rdbcompression lz4 setting cuts a 1M-row RDB from 178MB to 35MB

Valkey 9.2's new rdbcompression lz4 setting cuts a 1M-row RDB from 178MB to 35MB

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Comments
6 min read
Three Times My Test Failed and the LLM Was Right

Exposes flaws in human testing assumptions

Three Times My Test Failed and the LLM Was Right

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Comments 19
6 min read
Sloth: commit messages from a model that lives in the binary

Sloth: commit messages from a model that lives in the binary

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Comments
4 min read
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