Uploaded December 2025 | Updated September 2026, 2 hours ago
Everyone asks how to ship faster as an AI engineer. @ShawhinTalebi nailed the answer. He’s a former senior data scientist turned entrepreneur and one of the most efficient AI builders I know — the guy is literally shipping full products, like his recent social-post automation tool, at insane speed.
His workflow is beautifully simple:
Start with a 15 to 20 minute voice conversation with ChatGPT to map the project, architecture, and tech stack. Get clarity first.
Then hand that blueprint to Claude Code inside Cursor to generate the foundation.
And when Claude gets confused or hits limits, switch to Cursor’s built-in coding agent as a second brain.
Two agents. One clear plan. Minimal friction. Maximum output.
If you want to ship faster, try this setup for your next build.
I’m Louis-François, PhD dropout, now CTO & co-founder at Towards AI. Follow me for tomorrow’s no-BS AI roundup 🚀
#claudecode #aiengineering #cursor
Everyone asks how to ship faster as an AI engineer. @ShawhinTalebi nailed the answer. He’s a former senior data scientist turned entrepreneur and one of the most efficient AI builders I know — the guy is literally shipping full products, like his recent social-post automation tool, at insane speed.
His workflow is beautifully simple:
Start with a 15 to 20 minute voice conversation with ChatGPT to map the project, architecture, and tech stack. Get clarity first.
Then hand that blueprint to Claude Code inside Cursor to generate the foundation.
And when Claude gets confused or hits limits, switch to Cursor’s built-in coding agent as a second brain.
Two agents. One clear plan. Minimal friction. Maximum output.
If you want to ship faster, try this setup for your next build.
I’m Louis-François, PhD dropout, now CTO & co-founder at Towards AI. Follow me for tomorrow’s no-BS AI roundup 🚀
#claudecode #aiengineering #cursor
