Next-gen CI/CD with Gitops and Progressive Delivery
Deploying to production is not the same as releasing to users. Learn how GitOps and progressive delivery de-risk your pipeline and enable safer, frequent updates.
#1about 4 minutes
The evolution of CI/CD from manual to automated
The journey from manual FTP deployments to automated CI/CD systems like Jenkins highlights the increasing need for reliable and repeatable release processes.
#2about 1 minute
Understanding GitOps for declarative application delivery
GitOps uses Git as the single source of truth for both application code and infrastructure configuration, enabling auditable and easily reversible deployments.
#3about 4 minutes
How GitOps complements traditional CI/CD workflows
While CI/CD is a one-way push for building artifacts, GitOps creates a continuous reconciliation loop to ensure the live cluster state always matches the desired state in Git.
#4about 4 minutes
Reducing release risk with progressive delivery techniques
Progressive delivery minimizes production risk by separating deployment from release, allowing for gradual rollouts and validation before exposing new versions to all users.
#5about 3 minutes
Implementing delivery patterns with Kubernetes and Istio
Native Kubernetes can handle basic blue-green and canary releases, but a service mesh like Istio provides more advanced traffic shaping capabilities for precise control.
#6about 2 minutes
Automating progressive delivery with Argo Rollouts
Argo Rollouts automates complex release strategies like canary and blue-green deployments by defining rollout steps and pauses directly in a declarative manifest.
#7about 1 minute
Using metrics for automated analysis and rollbacks
Argo Rollouts can integrate with monitoring tools like Prometheus to create analysis templates that automatically abort a release and roll back if key metrics like error rates degrade.
#8about 7 minutes
Demo of a successful and failed automated rollout
A live demonstration shows Argo Rollouts successfully completing a canary release, followed by another release that is automatically aborted and rolled back due to injected errors.
#9about 2 minutes
Addressing challenges with stateful applications
Progressive delivery with stateful applications requires careful handling of database schema changes to ensure backward compatibility during rollouts and potential rollbacks.
Related jobs
Jobs that call for the skills explored in this talk.
Matching moments
01:17 MIN
Managing edge deployments with GitOps using ArgoCD
From Code to Motion: Building an Autonomous Hat-Hunting Robot with Kubernetes & ML
07:50 MIN
How GitOps streamlines the application delivery process
Securing Secrets in the GitOps era
02:37 MIN
Using Argo Rollouts for advanced Kubernetes deployments
Progressive Delivery in Kubernetes
03:33 MIN
Introduction to GitOps and the talk agenda
Get ready for operations by pull requests
04:30 MIN
Exploring key progressive delivery techniques
Progressive Delivery in Kubernetes
03:20 MIN
Implementing a GitOps approach for end-to-end LLMOps
LLMOps-driven fine-tuning, evaluation, and inference with NVIDIA NIM & NeMo Microservices
Dev Digest 108 - Git off my cloud!Welcome to another edition of the WeAreDevelopers Dev Digest. This time we have an interview with Sead Ahmetovic, CEO of of WeAreDevelopers and Scott Chacon, co-Founder of GitHub. They talk about careers, early coding days, developer communities, eva...
Chris Heilmann
Exploring AI: Opportunities and Risks for DevelopersIn today's rapidly evolving tech landscape, the integration of Artificial Intelligence (AI) in development presents both exciting opportunities and notable risks. This dynamic was the focus of a recent panel discussion featuring industry experts Kent...
Benedikt Bischof
MLops – Deploying, Maintaining And Evolving Machine Learning Models in ProductionWelcome to this issue of the WeAreDevelopers Live Talk series. This article recaps an interesting talk by Bas Geerdink who gave advice on MLOps.About the speaker:Bas is a programmer, scientist, and IT manager. At ING, he is responsible for the Fast...
From learning to earning
Jobs that call for the skills explored in this talk.