In this blog, we’ll explore how CI/CD automation with tools like JIRA Cloud, Jenkins, Slack, GitHub, SVN, and Postman benefits Agile teams as a whole. Whether you’re new to Agile or are working with an experienced team, automation can significantly reduce “JIRA paperwork” while keeping everyone focused on delivering value. By streamlining repetitive tasks, teams can spend more time on …
Simplifying IAP Setup on GCP with Terraform
Discover how Terraform IAC setup simplifies cloud infrastructure management, with a focus on Identity Aware Proxy (IAP) configuration on Google Cloud Platform (GCP). Learn from real-world challenges and solutions to streamline your cloud environment and automate processes.
Optimize Frontend Deployments with Module Federation
It’s time to release your latest front-end changes to production. However, as you create a new tag, you notice a large number of commits unrelated to the feature you’ve been working on. Now, instead of simply kicking off your deployment and watching the pipeline run, you need to check with numerous developers and managers to ensure you don’t deploy any …
Legacy Code Automation with AI: Building a Solution
This blog post serves as a thought experiment, delving into potential solutions for a pattern I have noticed on projects throughout my career. As a consultant, I work with many companies, each with unique ways of organizing and handling software development. However, throughout my career at Keyhole and elsewhere, I’ve noticed something that seems to be consistent across all dev teams: the existence of legacy code.
Legacy code can be frustrating and time-consuming to work with, so I used AI to create a solution to mitigate the hassle. While other solutions may already exist (and some may be more efficient), I found the process of creating this tool expanded my understanding; it really helped me grow as an engineer.
So, I’m using this blog post to share my process with you! Let’s dive into how AI can assist in improving application design (specifically legacy code) through automation.
Serverless vs. Containers: Which is Best for Modern Application Deployment?
Modern application deployment involves critical decisions that can significantly influence technological growth and operational efficiency. The ‘serverless vs. containers’ debate epitomizes these choices, offering two distinct paths that cater to varying developmental needs and scenarios. Each framework provides unique advantages and presents its own set of challenges, making the decision crucial for developers who are focused on optimizing and streamlining …









