Ci-Cd
All articles
21 total
From Localhost to Production: Why You Need Deployment Stages New
What localhost and public mean, how to get from one to the other, and …
Guides
Added 23 Jun
·
Upd 23 Jun
·7 min
Working with Multiple Environments: Build Once, Promote Everywhere, Tag It All New
How to actually run dev, test, demo, and production: promote one …
Guides
Added 23 Jun
·
Upd 23 Jun
·9 min
CI/CD
Continuous Integration and Continuous Delivery
Glossary
Added 25 Mar
·
Upd 30 May
·4 min
CI/CD for AI Projects
A Complete Pipeline Guide
Guides
Added 25 Mar
·
Upd 30 May
·5 min
CI/CD Pipelines for AI Projects
Building reliable CI/CD pipelines for AI projects: model artifact …
Guides
Added 25 Mar
·
Upd 30 May
·4 min
CI/CD Testing Strategy for AI Systems
Which tests to run at each CI/CD stage: PR-level unit tests, merge-level …
Guides
Added 28 Mar
·
Upd 30 May
·5 min
Continuous Integration and Continuous Delivery
The discipline of keeping software in a releasable state at all times …
Foundations
Added 1 Jan 0001
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Upd 30 May
·7 min
DevSecOps
What DevSecOps means, how it integrates security into every stage of …
Glossary
Added 28 Mar
·
Upd 30 May
·3 min
Edge MLOps
Device-aware CI/CD for edge ML models: model optimization, over-the-air …
Patterns
Added 28 Mar
·
Upd 30 May
·3 min
Feature Branching
What feature branching is, how it isolates development work, and the …
Glossary
Added 28 Mar
·
Upd 30 May
·2 min
GitHub Actions
CI/CD for AI Projects
Tools
Added 25 Mar
·
Upd 30 May
·5 min
GitHub Actions Security: Risks, Exploits, and Hardening
A comprehensive guide to GitHub Actions security vulnerabilities, common …
Guides
Added 2 Apr
·
Upd 30 May
·10 min
GitHub Actions vs AWS CodePipeline for AI/ML CI/CD
Comparing GitHub Actions and AWS CodePipeline for AI and ML continuous …
Comparisons
Added 28 Mar
·
Upd 14 Jun
·5 min
GitOps
What GitOps is, how it uses Git as the single source of truth for …
Glossary
Added 28 Mar
·
Upd 30 May
·2 min
LLMOps Pipeline
Production pipeline design for LLM-specific operations: prompt …
Patterns
Added 28 Mar
·
Upd 30 May
·3 min
ML Pipeline Automation
From Manual to Continuous
Guides
Added 28 Mar
·
Upd 30 May
·5 min
MLOps
Machine Learning Operations
Glossary
Added 28 Mar
·
Upd 30 May
·3 min
Policy as Code for ML
Executable governance rules in ML CI/CD pipelines: automated compliance …
Patterns
Added 28 Mar
·
Upd 30 May
·3 min
Security Scanning in AI/ML CI/CD Pipelines
How to integrate security scanning into AI/ML CI/CD pipelines: …
Guides
Added 28 Mar
·
Upd 30 May
·4 min
Software Quality Practices for ML Projects
How to apply software quality practices to ML projects: code coverage …
Guides
Added 28 Mar
·
Upd 30 May
·4 min
Trunk-Based Development
What trunk-based development is, how it differs from long-lived …
Glossary
Added 28 Mar
·
Upd 30 May
·2 min
Open source projects