Null is problematic in programming because it does not behave like a valid object and can cause errors. Several alternatives to null are proposed, including null objects that define neutral behavior, Options/Some-None patterns that encapsulate null, and defensive programming techniques like not allowing null parameters. The document discusses these approaches and recommends Options/Some-None as an ideal pattern for APIs to clearly indicate intentions and avoid null issues.