| CPC G06F 8/70 (2013.01) [G06F 8/443 (2013.01); G06F 18/214 (2023.01)] | 18 Claims |

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1. A method comprising:
collecting, by a computing system, historical information about a plurality of prior development projects;
correlating, by the computing system, the historical information with each of a plurality of developers that participated in one or more of the plurality of prior development projects;
collecting, by the computing system, information about an application developed by a subset of the plurality of developers;
generating, by the computing system and based on the information about the application and the correlated historical information, a predicted outcome for the application; and
taking an action, by the computing system and based on the predicted outcome, to prevent the predicted outcome, wherein taking the action includes communicating with a network system and configuring a web application firewall to prevent the predicted outcome.
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