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How to Migrate to S3 Native State Locking in Terraform

If you've been running Terraform on AWS for any length of time, you know the setup: an S3 bucket for state storage, a DynamoDB table for state locking, and a...

The first taste of Joy

How a few fries, a piece of chicken, and a beginner’s mind became my first lesson in Joyful Design.Continue reading on UX Collective »

Why you need to protect your work more than ever

The creator’s code is dead. It’s time to replace moral outrage with something more permanent.Continue reading on UX Collective »

The trick to designing agentic AI is learning how to think like a manager

Setting boundaries (and establishing trust) is the ask with agentic projectsContinue reading on UX Collective »

How to make Claude Code follow your design system in Figma

Rethinking The Experience Of System Tools

Design always starts with function — function shapes form. But if that function can’t be made completely invisible and people still have to interact with it, it inevitably...

Designing data-intensive applications — advice for interaction designers

The Real Infrastructure Behind Remote Work (It’s Not Just Wi-Fi)

Remote work looks simple from the outside: a laptop, a quiet corner, and a stable Wi-Fi connection. That's the image most people have in mind. It suggests...

How to Build a Complete SaaS Payment Flow with Stripe, Webhooks, and Email Notifications

Most Stripe tutorials end at the checkout page. The customer clicks "Pay," Stripe processes the charge, and the tutorial congratulates you on integrating...

Product Experimentation with Regression Discontinuity: How an LLM Confidence Threshold Creates a Natural Experiment in Python

Causal inference for LLM-based features starts with one question editors ask before they ship anything: Did the change actually move the metric, or did the...

How to Build a Live Options Database in Python – A Complete Guide

Live options analytics change constantly. Implied volatility shifts, Greeks drift, and the shape of the surface can look different even a few minutes later....

How to Use SCons to Build Software Projects [Full Handbook]

If you've ever wrestled with Makefile syntax, fought tab-versus-spaces bugs, or tried to make a build system work across Linux, macOS, and Windows, SCons is...

How to Run Open Source LLMs Locally and in the Cloud

Learn how to work with a wide range of open large language models (LLMs) such as Gemma, Kimmy, and GLM across various local and cloud-based environments. We...

QuRT: The Real-Time OS Inside Your Phone's Processor [Full Handbook]

The Hexagon DSP in every Qualcomm-powered phone handles wake word detection, sensor processing, noise cancellation, and Bluetooth audio streaming – all while...

The Lithography Handbook: Machines, Markets, and the Next Wave of Semiconductor Startups

The chip inside your smartphone is the product of one of the most precise manufacturing processes ever devised by humanity. To build it, engineers must draw...

ITCM vs DTCM vs DDR: Embedded Memory Types Explained [Full Handbook]

Most embedded engineers hit this problem early on: the same code on the same processor runs fast in one scenario and surprisingly slow in another. The culprit...

The Architecture Of Local-First Web Development

An honest perspective on building local-first web apps in 2026, written for developers who’ve been doing this long enough to be skeptical of silver bullets.

The prompt is not an interface

Users own the present. You own the future.

We built this. Now we own it.

The psychological fine print of AI

St. Augustine and AI’s false promise