Why Manual Screenshot Updates in Your Docs Are Outdated and How to Automate for 2026

self-updating screenshots in docs

Quick Start Checklist: Automating Documentation Screenshots Starting with automated screenshot updates can feel like opening a Pandora’s box of dev tools and scripts, but it’s 2026, and you don’t have to suffer through the drudgery of manual updates anymore. First up: decide which tool suits your needs. Playwright is still a solid choice, favored for … Read more

Building an Operational Tool for Heavy Industry When Your Data Looks Nothing Like the Tutorial Examples

Building an Operational Tool for Heavy Industry with Unconventional Data

The Problem Nobody Talks About in Industrial Dev Nobody tells you that the PLC controlling a $40M ball mill might be running firmware from 2003, communicating over RS-232 at 9600 baud, and that the only person who understands its ladder logic retired two years ago. That’s your data source. Not a clean REST API, not … Read more

Do Workshop Papers at NeurIPS and ICML Actually Help PhD Applications in 2026? Insights You Need to Know

NeurIPS ICML workshop papers PhD application

Red Flag/Green Flag: Quick Summary Box for workshop papers from conferences like NeurIPS and ICML, 2026 admissions committees have been giving them a closer look. The bottom line? They can be both a blessing and a curse on your PhD application. First off, green flags include papers that are transparently listed on your CV. Make … Read more

React UI Frameworks That Actually Ship Free Figma Files (My Current Shortlist)

React UI Frameworks Free Figma Files

The Real Problem: Your Designer Hands You a Figma File and None of Your Components Match The handoff goes like this: your designer drops a Figma link in Slack, you open it, and within about 30 seconds you realize their component library looks nothing like what you’ve built. Their “Button/Primary/Large” has a specific border-radius, a … Read more

Terraform Went BSL — Here’s What My Team Actually Switched To (Free Options That Work in 2026)

terraform bsl alternative free options

Why We Started Looking for Alternatives in the First Place The License Change That Made Our Legal Team Actually Read the Docs August 2023 is when HashiCorp flipped Terraform from MPL 2.0 to the Business Source License (BSL 1.1). I remember reading the announcement and thinking “okay, open core, whatever” — then actually reading the … Read more

WordPress vs Webflow for Niche E-Commerce in 2026: I Built Both and Here’s What Actually Matters

WordPress vs Webflow e-commerce niche

The Actual Problem: Generic Platforms Don’t Fit Weird Products Both platforms assume you’re selling something normal. You probably aren’t. Here’s the thing that took me longer than it should have to articulate: WordPress (WooCommerce) and Webflow both have a mental model of what a product is. WooCommerce thinks a product has a name, a price, … Read more