Escape sequences in programming can lead to syntax errors if not used correctly. Common mistakes include unescaped quotes, backslashes, and improper handling of single and double quotes. Understanding escape sequences is essential for creating valid strings and ensuring JSON integrity, avoiding runtime exceptions and formatting issues.