Last Tuesday, I found myself staring down a familiar deadline. I needed a 15-slide pitch deck with custom data visualizations, a cohesive visual identity, and a Python script to scrape and format the raw CSV data I'd be presenting. I had four hours.
Normally, this means bouncing between three different apps—a code editor for the script, a spreadsheet for the data, and a design tool for the deck. In 2026, the instinct is to just throw an AI at th
I was staring at a $340 API bill last month. Most of it came from agent loops — my coding assistant spinning through tool calls, reading files, making edits, and sometimes going in circles. When you'r
I was drowning in PDFs last month. I had 40 research papers on sparse attention mechanisms sitting in a folder, and I needed to synthesize them into a literature review for a grant proposal. Every tim
# How to Use Canva AI for Social Media Design: Templates and Magic I’ve been using Canva for social media design for years, but when they introduced the AI-powered Magic features, it completely chang