Tag: CI/CD
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LLMOps and CI/CD for Amazon Bedrock and SageMaker (AWS Gen AI Series, Part 28)
LLMOps on AWS is two pipelines, not one. Version Bedrock prompts as code, gate every change on evaluation, register and deploy models through SageMaker, and keep a rollback you have actually tested.
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CI/CD Explained: How Code Ships Without Anyone Pushing Buttons (DevOps for Beginners, Part 7)
CI/CD explained for beginners: what continuous integration and delivery actually automate, how a pipeline file works, and why your build passes locally but fails in CI.
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The DevOps Lifecycle and the Toolchain Behind It (DevOps for Beginners, Part 3)
A plain map of the eight-stage DevOps lifecycle and the tools that run each stage, with a real CI pipeline you can trace from git push to live.
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What Problem Does DevOps Actually Solve? (DevOps for Beginners, Part 2)
The dev versus ops split, the over-the-wall handoff, environment drift and big-batch releases, and how DevOps closes the gap with shared ownership and automation.
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What DevOps Actually Means, and the Myths Around It (DevOps for Beginners, Part 1)
What DevOps actually means, the myths around it, the dev versus ops wall, and how the DORA metrics measure it, with a runnable pipeline example.
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Application and Infrastructure Delivery in VCF Automation: Life After Pipelines (VCF Automation 9 Series, Part 22)
Pipelines, the feature once called Code Stream, is removed in VCF Automation 9. Here is the delivery model that replaces it: external CI/CD driving the vmware/vcfa Terraform provider and the API-first deployment endpoints.
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CI/CD Tool: A Comparative Analysis of Jenkins, Bamboo, CircleCI, and Travis CI
Here’s a comparison of popular CI/CD tools: CI/CD Tool Jenkins Bamboo CircleCI Travis CI Language Java Java – – Hosting Self-hosted Self-hosted or Atlassian Cloud Hosted Hosted Configuration Script-based (Jenkinsfile) GUI-based (with some scripting capabilities) YAML-based YAML-based Integrations Extensive integration ecosystem Strong integration with Atlassian products Integration with various tools and services Integration with various…
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GitHub vs Bitbucket
Here’s a comparison between GitHub and Bitbucket: Feature GitHub Bitbucket Repository Hosting Yes Yes Version Control Systems Git and Subversion Git and Mercurial Collaboration Excellent collaboration features Robust collaboration features Public/Private Repos Supports both public and private repositories Supports both public and private repositories Pricing Free for public repositories, paid plans for private repositories Free…
Architect’s Toolkit
PJ’s Tools
VMware Cloud Foundation
- VCF Documentation
- VCF 9 Planning & Preparation Workbook
- VCF Bill of Materials (BoM)
- VMware Compatibility Guide
- VMware Interoperability Matrix
- VMware Configuration Maximums
- VMware Ports & Protocols
- VMware Hands-on Labs
- RVTools Download
Nutanix
AI & Cloud-Native Platform
- NVIDIA Build (Model Catalog)
- NVIDIA AI Enterprise Reference Architecture
- NVIDIA NIM Performance Benchmarking
- NVIDIA NGC Catalog
- NeMo Microservices Helm Chart
- Helm Charts Repository
- Hugging Face Models
Architecture & Design
About the Author
Dr Pranay Jha
Dr. Pranay Jha is a Cloud and AI Consultant with 18+ years of experience in hybrid cloud, virtualization, and enterprise infrastructure transformation. He specializes in VMware technologies, multi-cloud strategy, and Generative AI solutions. He holds a PhD in Computer Applications with research focused on Cloud and AI, has published multiple research papers, and has been a VMware vExpert since 2016 and a VMUG Community Leader.
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