
Frontend & DX• 10 min
Canva AI: Automating Visual Content Pipelines
How we built an automated social media graphics pipeline using Canva's API and AI features — generating 100+ branded assets per week.
#canva-ai#design
4 posts

How we built an automated social media graphics pipeline using Canva's API and AI features — generating 100+ branded assets per week.

How GitHub Copilot changed our code review process — a quantitative analysis of 500+ PRs measuring acceptance rates, code quality, and developer velocity.

Automated asset generation, style consistency, and API patterns that saved our design team 20 hours per week — integrating Leonardo AI into our pipeline.

Our experience building a production MVP in 2 hours using Lovable — the architecture it generated, the code we kept, and the 3 things we had to rewrite.