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With the development of the software development technology, software configuration management and continuous integration has become an important part in the process of software development. In order to correctly apply the new technology in the process of software development, needs to research work in this field, combines with working practice, uses SVN as configuration management tool, analyzes the characteristics of continuous integration tool ICP-CI, deployment mode and operation mechanism. Construction process of ICP-CI continuous integration building project , building process including the SCM tool SVN client installation, based on the static code SVN update, check and compilation, packaging, release package for automated tests is described in detail. In every stage of building project, possible errors causes the failure of building, through the analysis of the building failure reason, building failures can be divided into 3 groups, and gives the corresponding solutions. Finally introduces a typical case. Practice shows that the continuous integration based on SVN in the process of software development, reduces the cost of software development.