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Stepping Away from Human Middleware and Into Software Factory Loops

The Daily Context: Live from AI Engineer Code Summit

Today's featured story: How DEV's average request time fell from 70 milliseconds to 16 once the team let closed loops handle the maintenance.

How did you end up in tech, and are you staying?
Cover image for How did you end up in tech, and are you staying?

Features a LEGO robotics plot twist

How did you end up in tech, and are you staying?

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Picked as gem Comments 34
3 min read
How do you truly stand out in Tech?

Navigating AI-era layoffs and high standards

How do you truly stand out in Tech?

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Picked as gem Comments 53
8 min read
Our Looping Factory Cut DEV Page Load Time by 75% and Counting

Drives 75% faster loads using OpenHands automation

Our Looping Factory Cut DEV Page Load Time by 75% and Counting

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Picked as gem Comments 23
5 min read
The C Trilogy: How Dennis Ritchie, Bjarne Stroustrup, and Anders Hejlsberg Built the Modern World 🏛️

Exploring trade-offs in control versus safety

The C Trilogy: How Dennis Ritchie, Bjarne Stroustrup, and Anders Hejlsberg Built the Modern World 🏛️

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Picked as gem Comments 28
6 min read
Necoz Has a New Home on DEV! 🐈🎉

Open invite for contributors to join the new org

Necoz Has a New Home on DEV! 🐈🎉

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Picked as gem Comments 71
1 min read
Top 7 Featured DEV Posts of the Week

Top 7 Featured DEV Posts of the Week

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Comments 6
3 min read
I Used gp-grid to Build a React Food Festival App with Advanced Data Grid Features

Features a fictional street food festival demo app

I Used gp-grid to Build a React Food Festival App with Advanced Data Grid Features

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16 min read
Detecting Flaky Tests and Finding Their Root Causes with Strands Agents and Gemini

Detecting Flaky Tests and Finding Their Root Causes with Strands Agents and Gemini

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9 min read
What if DEV had a launch system, like Product Hunt but for developers?

Community weighs risks of spam versus discovery

What if DEV had a launch system, like Product Hunt but for developers?

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Comments 15
1 min read
Stop Trusting npm Scans: Run Untrusted Packages in an Isolated AWS Sandbox

Stop Trusting npm Scans: Run Untrusted Packages in an Isolated AWS Sandbox

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6 min read
I'm 13 and Built a Private, On-Device Photo Editor: APIC vs Canva, Adobe Express, Photopea & remove.bg

Runs entirely via browser-based AI models

I'm 13 and Built a Private, On-Device Photo Editor: APIC vs Canva, Adobe Express, Photopea & remove.bg

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Comments 104
7 min read
Behind the scenes, two months later: How we ship Google Agent Skills like products

Behind the scenes, two months later: How we ship Google Agent Skills like products

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11 min read
Cheapest AI API: 6 Options Compared for Real Workloads

Measures actual cost per successful output

Cheapest AI API: 6 Options Compared for Real Workloads

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17 min read
UUIDv4 Is Not Free: Why Random Primary Keys Are Silently Crushing Your Write Performance

UUIDv4 Is Not Free: Why Random Primary Keys Are Silently Crushing Your Write Performance

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6 min read
Top 5 AI Agent Patterns for Frontend Devs

Real examples using Kiro Crew and AWS

Top 5 AI Agent Patterns for Frontend Devs

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9 min read
Bifrost vs LiteLLM Rust: Do the 7x Benchmark Claims Hold Up?

Bifrost vs LiteLLM Rust: Do the 7x Benchmark Claims Hold Up?

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5 min read
From Attention to 3-Bit Caches: How LLMs Learned to Remember Less (MHA, GQA, MLA, MoE, Quantisation Explained)

From Attention to 3-Bit Caches: How LLMs Learned to Remember Less (MHA, GQA, MLA, MoE, Quantisation Explained)

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22 min read
LLMs Aren’t the Only Game in Town: A Beginner’s Guide to JEPA, Concept Models and Decision Models

LLMs Aren’t the Only Game in Town: A Beginner’s Guide to JEPA, Concept Models and Decision Models

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11 min read
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