The next step in PLC system design and testing is to design the logic that will implement the functions and behaviors of the system. This involves selecting the proper programming language, style, and structure, as well as following best practices and standards for readability, modularity, reusability, and scalability. Common challenges or pitfalls at this stage include poorly designed or documented logic that is difficult to understand, debug, or modify; complex or redundant logic that consumes more memory, CPU time, or network bandwidth than necessary; and logic errors or bugs that can lead to unexpected or undesired outcomes. To avoid such issues, PLC programmers should use a consistent and clear naming convention for variables, functions, and modules with comments and descriptions to explain the logic and purpose of each element. Additionally, they should employ simple and structured logic that follows the principles of cohesion, coupling, and abstraction while avoiding unnecessary jumps, branches, or global variables. Finally, they should test and verify the logic using simulation tools, debugging tools, or unit testing frameworks, as well as formal methods or code analysis tools to check for errors or anomalies.