High-throughput engineering teams often hit merge delays because CI pipelines run in strict sequence. Parallel CI fixes this by running jobs concurrently, cutting down wall-clock time and giving faster feedback. Batch CI takes it further by grouping multiple pull requests into a single run, reducing redundant builds and surfacing conflicts earlier. Together, they transform CI from a bottleneck into a throughput engine, helping teams merge faster, with fewer conflicts and a smoother developer experience.

Release management ensures smooth software deployments with minimal disruptions. Tracking key KPIs like Deployment Frequency, Change Failure Rate (CFR), and MTTR helps teams improve efficiency, reduce downtime, and enhance stability. In this blog, we break down the top 8 KPIs that drive successful releases.

When Kubernetes deployments fail due to misconfigurations, manual rollbacks are slow and disruptive. GitOps, with ArgoCD and Argo Rollouts, automates failover by detecting issues and reverting to the last stable version. ArgoCD enforces Git as the source of truth, while Argo Rollouts manages progressive deployments, preventing faulty updates from reaching users and ensuring rapid recovery.

In software delivery, shipping updates quickly while ensuring stability is important. Yet, as teams push to deploy more frequently, unexpected obstacles often arise. Even with solid infrastructure, something may still be holding you back. So, what’s missing? Let’s explore three…

Learn about the two approaches to GitOps - push and pull - and how to implement them, their differences, benefits, and commonly used tools for each approach.

Chaos engineering is a technique for anticipating and fixing potential problems before they occur. Unlike traditional chaos engineering practices, applying these techniques to CI/CD pipelines requires testing the integration and deployment processes rather than just the application itself. Why Integrate…

Introduction In today’s fast-paced software development, production failures are inevitable. To minimize business impacts, recovery strategies must be quick and precise. Two key practices—Rollbacks and Cherrypicks—are essential for managing these challenges. Rollbacks allow developers to revert the system to a…

The anxiety of deployments is real. Let's take a stab at understanding the human emotions related to deployment and learn best practices to minimize the fear.

This post will walk you through setting up automated deployments as well as automatic rollbacks for an ECS set up using GitHub Actions.