I am the programming equivalent of a home cook.
The exhortation “learn to code!” has its foundations in market value. “Learn to code” is suggested as a way up, a way out. “Learn to code” offers economic leverage, a squirt of power. “Learn to code” goes on your resume.
But let’s substitute a different phrase: “learn to cook.” People don’t only learn to cook so they can become chefs. Some do! But far more people learn to cook so they can eat better, or more affordably, or in a specific way.