In the latest edition of the State of Software Security, we use hard data to establish what factors go into flaw introduction, faster remediation, and lower security debt. We also turn conventional wisdom on its head in our look at fragility and the health of the open-source ecosystem. Finally, we provide concrete steps you can take now to improve your application security program for 2023 and beyond, because an ounce of prevention is worth a pound of cure.