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Presage SmartSpectra SDK Challenge

Your camera is more powerful than you think.

Build with the Presage SmartSpectra SDK that responds to real-time human signals captured through a camera, such as pulse, breathing rate, HRV, or expressions. Enter by Nov. 22 for a chance to be one of 10 winners.

Congrats to the Kaggle Benchmarking Challenge Winners!
Cover image for Congrats to the Kaggle Benchmarking Challenge Winners!

Kaggle Benchmarking Challenge Submission

Congrats to the Kaggle Benchmarking Challenge Winners!

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4 min read
We're Building AI to Replace Ourselves. What's the Plan?

The hidden trap for new developers

We're Building AI to Replace Ourselves. What's the Plan?

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Picked as gem Comments 179
5 min read
Windows won't let you own Win+Shift+S. So I hooked the keyboard in Python.

Low-level keyboard hooks bypass shell reservations

Windows won't let you own Win+Shift+S. So I hooked the keyboard in Python.

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4 min read
What was your win this week?

Community shares diverse wins

What was your win this week?

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1 min read
Being, Doing, Having: Why 50 Years of Senior Craft Lives in Context, Not Code

Compares LLM prompting to stand-up comedy

Being, Doing, Having: Why 50 Years of Senior Craft Lives in Context, Not Code

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Picked as gem Comments 12
29 min read
Scared to Publish Your First Technical Article? Don't Be. I'll Be There to Read It

Includes a link to the author's very first post

Scared to Publish Your First Technical Article? Don't Be. I'll Be There to Read It

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Picked as gem Comments 84
3 min read
An AI Testing Presentation Became the Final Push for Organizational Change at My Company

When AI tests are cheap, old bottlenecks shift

An AI Testing Presentation Became the Final Push for Organizational Change at My Company

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Picked as gem Comments 65
13 min read
Building RailPulse AI: Deploying an Open-Source Railway Dispatch Agent with Gemma and Google Cloud Run

Debuted live at DevFest Baku 2026

Building RailPulse AI: Deploying an Open-Source Railway Dispatch Agent with Gemma and Google Cloud Run

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Comments 8
5 min read
Let's see where you code!

A cozy peek into developer desks and mobile setups

Let's see where you code!

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Picked as gem Comments 43
2 min read
You tried git-lrc. Meet LiveReview 👀

Evolves from a terminal tool to smart PR triage

You tried git-lrc. Meet LiveReview 👀

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10 min read
Ubuntu Core Desktop Is Coming in 27.04 - And It Kills sudo apt (But Maybe That Is the Point?)

Ubuntu Core Desktop Is Coming in 27.04 - And It Kills sudo apt (But Maybe That Is the Point?)

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5 min read
One Word, Two GPUs: Why Gemma 4 Answers the Same Question Differently on a Laptop and a Tesla T4

Hardware differences subtly alter benchmark grades

One Word, Two GPUs: Why Gemma 4 Answers the Same Question Differently on a Laptop and a Tesla T4

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12 min read
An agent told me it deployed. I asked the server, and the containers were a day old

Silent failures where old containers serve 200s

An agent told me it deployed. I asked the server, and the containers were a day old

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4 min read
Exhale: A Breathing Guide That Reads Your Breath While Claude Code Works

Presage SmartSpectra SDK Challenge Submission

Exhale: A Breathing Guide That Reads Your Breath While Claude Code Works

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7 min read
Containerd 2.4's switch to klauspost's gzip decoder speeds up real image layers by 18%

Containerd 2.4's switch to klauspost's gzip decoder speeds up real image layers by 18%

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7 min read
The Correct Timestamp Was in My Agent's Prompt. It Still Said We Were Talking.

The Correct Timestamp Was in My Agent's Prompt. It Still Said We Were Talking.

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6 min read
Your “Private” Search Engine Might Run on Bing. This One Builds Its Own Index

Your “Private” Search Engine Might Run on Bing. This One Builds Its Own Index

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12 min read
How to Master AWS for AI?

How to Master AWS for AI?

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30 min read
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