Engineering Productivity3
Learn new ways to get the most out of your engineering team, from innovative tools to important concepts and practices for collaborating and moving quickly.
![Illustration of a computer screen overlaid on a grid background displaying an abstract settings file with a gear icon.](https://ctf-cci-com.imgix.net/6tp1s9dfL1782cbWhreWJF/6affc3e3e6098279968691d7ad7c0e2d/rba-config-series-1.jpg?ixlib=rb-3.2.1&w=2000&auto=format&fit=max&q=60)
CI for machine learning: Build, test, train
![Jacob Schmitt](https://ctf-cci-com.imgix.net/5jaDKy7of1bny9EdxkfENU/e1d8506d6f4dc49c02127006e288eeb4/jacob-schmitt.jpg?ixlib=rb-3.2.1&w=2000&auto=format&fit=max&q=60)
Senior Technical Content Marketing Manager
![Developer B sits at a desk working on an advanced-level project.](https://ctf-cci-com.imgix.net/4wcFcrXEs3WD2rILK6gwUp/8da5fbebc266c1c40b28387fa2d55698/Tutorial-Advanced-B.jpg?ixlib=rb-3.2.1&w=2000&auto=format&fit=max&q=60)
Machine learning CI/CD with AWS SageMaker
Senior Data Scientist
![Three teams of developers work on projects along a stylized Git workflow track.](https://ctf-cci-com.imgix.net/5872ugyif9PFLAdAXyh8Kk/09423e4c6685317522ea3de1c82e3d7a/2020-05-22-github-team.jpg?ixlib=rb-3.2.1&w=2000&auto=format&fit=max&q=60)
Reduce cycle time with effective pull requests
![Stig Brautaset](https://ctf-cci-com.imgix.net/1bC1SxUbrX8uVI53bT1zZF/b90d7a8e154612b9c9caeea4e072b229/stig-brautaset.jpg?ixlib=rb-3.2.1&w=2000&auto=format&fit=max&q=60)
Staff Software Engineer
![A row of context secrets aligns with a row of stylized code projects.](https://ctf-cci-com.imgix.net/1j2kvGgBDF4xyqbNgSwM3p/fb830ba6763ef57bbd67b34e99e0692f/rba-s-project-restrictions.jpg?ixlib=rb-3.2.1&w=2000&auto=format&fit=max&q=60)
Static credential management for platform engineers
![Jacob Schmitt](https://ctf-cci-com.imgix.net/5jaDKy7of1bny9EdxkfENU/e1d8506d6f4dc49c02127006e288eeb4/jacob-schmitt.jpg?ixlib=rb-3.2.1&w=2000&auto=format&fit=max&q=60)
Senior Technical Content Marketing Manager
![Colorful rows made up of blocks of code elements.](https://ctf-cci-com.imgix.net/2xmNMpUOfvIVHiAvEDO37q/511344c7b48465c656fdc34f1c78071c/config-policies-image1.png?ixlib=rb-3.2.1&w=2000&auto=format&fit=max&q=60)
CircleCI config policies: A tale of empowerment and control
Director, Solutions Engineering
![A computer screen overlaid on a grid background shows an abstract configuration file containing a gear icon.](https://ctf-cci-com.imgix.net/7BizQiU2rd53g7MobNDQSV/5f126c89b6fb5d460b56a4af4f80932e/rba-config-series-2.jpg?ixlib=rb-3.2.1&w=2000&auto=format&fit=max&q=60)
What is Helm? A complete guide
![Jacob Schmitt](https://ctf-cci-com.imgix.net/5jaDKy7of1bny9EdxkfENU/e1d8506d6f4dc49c02127006e288eeb4/jacob-schmitt.jpg?ixlib=rb-3.2.1&w=2000&auto=format&fit=max&q=60)
Senior Technical Content Marketing Manager
Git tags vs branches: Differences and when to use them
![Jacob Schmitt](https://ctf-cci-com.imgix.net/5jaDKy7of1bny9EdxkfENU/e1d8506d6f4dc49c02127006e288eeb4/jacob-schmitt.jpg?ixlib=rb-3.2.1&w=2000&auto=format&fit=max&q=60)
Senior Technical Content Marketing Manager
![Developer A sits at a desk working on an intermediate-level project](https://ctf-cci-com.imgix.net/3FPR2tmaqQeWPvKBQWQjTb/17ead46fd065f2f4c0fdf9447f2e3325/Tutorial-Intermediate-A.jpg?ixlib=rb-3.2.1&w=2000&auto=format&fit=max&q=60)
Automate GitHub stats reporting with scheduled pipelines
![Ravgeet Dhillon](https://ctf-cci-com.imgix.net/1k9ctfa0TBkkBbyDUHsgpi/4835d5c14aaec7f89a11679702d073c8/ravgeet-dhillon.jpg?ixlib=rb-3.2.1&w=2000&auto=format&fit=max&q=60)
Software Engineer
![M1 mac resource class illustration](https://ctf-cci-com.imgix.net/4MC3FK2GowOv4PzuyeFeUz/b6e7d32aae3acfc96598e4315a233328/m1-mac-1200x675.png?ixlib=rb-3.2.1&w=2000&auto=format&fit=max&q=60)
Build on Apple silicon with M1 support for CI/CD pipelines
![Alexa Zeazas Loper](https://ctf-cci-com.imgix.net/1BvxyJBcaKCX1LOXD2Ji5v/d332aaa7bd51a61fe81c06193e8ac6a9/alexa-zeazas-loper.jpg?ixlib=rb-3.2.1&w=2000&auto=format&fit=max&q=60)
Senior Product Manager