Conclusion: Codes as Conversation AMIBCP 453 (2021) is more than a technical text. It is a node in a broader cultural conversation about how we live together, distribute risk, and steward shared spaces. To read code well is to read both the letter and the social context that gives it meaning. Codes demand precision, but they also invite judgment. The challenge for professionals and citizens alike is to use that judgment to make buildings that are safe, adaptable, and just.