Continuous integration workflow

Luka Stosic
Aug 11, 2016 · 7 min read

How we do it @ INFOdation

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Having proper continuous integration flow is the key of reducing regressions, finding bugs as soon as possible, keeping main code base clean etc.

But before we start, lets try to answer a question:

What is continuous integration?

Continuous integration as a term was coined in early 1990s to mark idea that developers should often merge their working code with main code base.

It was introduced as a way to avoid long running development jobs without proper checking against main code base that can lead to hair-pulling merges that can produce lots of build fails and long fixing times on something that is already done.

Simple idea, but it has big implications

If you want to perform successful continuous integration, you need to cover several areas

Fast development time

Development tasks (features) should be defines/split in a way that development of one feature takes least possible time. This will ensure short development times and often merges to main code base. Potential problems/regressions are reduced because new items are just small chunks of work.

Automate tests

It is difficult to cover 100% of any application in completely automated tests that can cover all possible and impossible combinations. But you should always aim to cover as much as possible. There are lots of different testing frameworks that can help you cover back-end and front-end parts of the application.

Test environment should be as similar as possible to production

Test environments should be configured in a way to mimic production environments as much as possible. Same version of OS, hardware platform, pre-installed software, configurations, etc. This step should eliminate lots of cases of “It works on my machine…”

Automate builds

This step ensures continuous part of term Continuous Integration. There are several software platforms that perform automated builds. One of most used opensource platforms is Jenkins. Job for CI platform is to detect changes in code base and automatically perform build and testing actions.

INFOdation CI flow

Everything start from job planning

At INFOdation we are aiming to split development jobs into tickets that shouldn’t take more than 2 days to complete. All automated tests are defined at the beginning, so developer knows what kind of tests he need to create to cover business logic parts.

For job planning we are using JIRA and for development documentation we are using Confluence.

GIT for successful code management

For code management we are using GIT, specifically Bitbucket where we keep our central code repositories.

In our everyday development flow we tend to use popular GitFlow method.

Quick word about GitFlow

We are using 2 main branches: master and develop.

Develop branch is used in everyday work. Master branch contains only finished versions that will be published/deployed to end customer.

  • When developer picks up ticket to work on, he starts from latest develop branch and creates feature branch with specific naming pattern: feature/<ticket_name_from_jira>. This ensures easy tracking on what is in progress when we look at repository.
  • Work on feature is finished, code from feature branch is merged with develop branch. Any eventual merge conflicts are resolved on feature branch before merging.
  • When sprint is close to the end, we create release branch where we perform final tuning, stress testing, eventual bug fixing etc.
  • After release is successfully tested, it is tagged and merged to master and develop branch.

Jenkins for automated builds

We are using webhook mechanism of Bitbucket that posts information to our Jenkins CI system that new code is available on central repository.

Jenkins is set up to take latest code from Bitbucket and perform build and test. Specific configurations differ from project to project, depending on requirements and environments.

Usual configuration is that Jenkins will build and deploy from develop and release branches for additional manual user testing, but build jobs that are building feature branches are configured in a way that they will only perform build and automated tests (no deployment).

Code reviews on pull request

Pull request is very important task of keeping the main code base (develop branch) clean.

Developer will do his development on feature branch, perform testing on his development platform, also Jenkins will execute build and automated tests.

But developer cannot merge directly to develop branch. Instead he must open Pull request. This is notification that development is tested and ready to be merged. This pull request will be sent as notification to set of users who are defined as reviewers. It is their job to do last minute check on the code to make sure there are not some potential issues.

Getting everything together

Merging (approving) pull requests can be tiresome job if you don’t have any good help with valid insights. That is why having several useful plugins in Jenkins platform can help reviewer with information if build is good and how many tests are passing before reviewer even have to “dive into” the code.

Also there are useful integrations among different platforms that can make progress tracking much easier and give confidence that all code is reviewed.

Jenkins plugins for test results and code coverage

There are multiple plugins that can collect test execution results and code coverage reports.

On this picture you can see sample JAVA application that is using JUnit plugin to show test execution and JaCoCo plugin to show code coverage:

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Jenkins Bitbucket build notification plugin

With this plugin, Jenkins results are pushed to Bitbucket and provide information if specific git commit is good or bad.

Here you can see example of pull request page where build status is shown from Jenkins:

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If you click on that link it will show you details of build. Here you can see which job is showing status with total number of passed tests. You can follow link to open direct Jenkins page of the build job:

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Beside showing build status on the pull request, this status is also shown on list of active branches and commits, so with just a quick glance on the repository you can easy see if development is on track:

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Bitbucket and JIRA integration

Because both Bitbucket and JIRA are products of the same company (Atlassian) it is expected to have some form of integration.

On Bitbucket it is shown in form of linking JIRA tickets if you properly reference them in commit message (seen on previous picture as links in commit messages). This way when you click on that link you will be transferred to details of that JIRA ticket

On the other hand, on JIRA on every ticket details there is section Development that shows references to specific ticket (number of commits, branches and pull requests).

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This also transfers to Releases section on JIRA where tickets are grouped in their versions and gives good overview progress per different version. There you can see very important Warnings section that shows tickets that are mentioned in Bitbucket, but are not part of any Pull Request. Those tickets can pose major stability issues, because if they were not part of a Pull Request, then they are probably not properly tested and/or reviewed.

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Potential issues

CI is not of much use if it code is not covered with automated tests. Tests can be very simple, but also very complicated and take lot of development time.

Also, CI must be configured in a way to perform tests on a platform that is close to production as possible. Those configurations can be very difficult to create and maintain.


CI systems are vital in ensuring that code base is kept good after new development tasks.

Good CI systems must be able to properly integrate into development workflow. At INFOdation we found very good combination of JIRA, Bitbucket and Jenkins. There are lots of useful plugins in Jenkins that can ensure build results on every code change and show status back on Bitbucket.

Be aware that you will need to spend some time in devising proper testing strategies and also time will need to be invested in proper CI configuration and maintenance.

If you overcome those obstacles, your everyday development process (and tracking) will become significantly easier and you will be able to focus on actual problem solving.

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