AI coding tools can massively boost your productivity, but they can also undermine your skills. To avoid this, you should think of them as junior-level assistants.
As software products become increasingly technical, forward-deployed engineers bridge the gap between your company’s innovation and your customers’ adoption.
Vibe coding can be useful, but to really unlock the power of AI-assisted engineering, you need the persistent context and quality of spec-driven development.