1. A system for automatic event handling rule generation, comprising: an event handling device comprising memory and one or more processors for automatically handling events associated with an operation of one or more computers; a system log file, comprising a specific syslog entry associated with a particular event; a rule module, coupled to the system log file and including a solution template corresponding to said specific syslog entry, wherein the rule module is configured to generate a new rule to modify an existing behavior of the event handling device in response to a condition corresponding to the particular event associated with the specific syslog entry; a syslog entry format database coupled to the rule module, wherein the syslog entry database comprises descriptions of a plurality of syslog entry formats, wherein the specific syslog entry is compared to the syslog entry format database to associate a particular syslog entry format with the specific syslog entry; a causal database coupled to the rule module, wherein the causal database comprises a description of a problem behavior known to cause the specific syslog entry wherein the causal database comprises a plurality of causes each mapping to a corresponding rule template and wherein information parsed from a system log entry is associated with the cause for the system log entry; and a parser configured to parse information from the specific syslog entry based on the particular syslog entry format, wherein the rule module is configured to select a rule template based on the syslog entry format, the problem behavior and the system log entry information and to use the rule template to automatically generate the new rule to alter the existing behavior of the event handling device in response to the condition and to take a corrective action based on the automatically generated new rule when the condition next occurs.