Formal methods for proving code correctness have traditionally required extensive upfront specification work, but recent approaches make them practical for smaller tasks. AWS and other organizations have successfully applied executable specifications and proof assistants like Agda, Rocq, and Lean to real systems, catching bugs and preventing production issues with modest effort over weeks rather than months.