Devops
All articles
42 total
Ansible New
Ansible is Red Hat's open-source, agentless automation tool for …
Added 1 Jul
·
Upd 1 Jul
·7 min
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
Heroku: The Git Push That Replaced the Server New
Heroku is the platform-as-a-service that let developers deploy apps with …
History
Added 23 Jun
·
Upd 23 Jun
·5 min
SolarWinds Supply-Chain Compromise New
Attackers hid a backdoor inside SolarWinds Orion software updates, …
History
Added 23 Jun
·
Upd 23 Jun
·5 min
What are Environments? New
An environment is a separate copy of your software: one to experiment in …
Basics
Added 15 Jun
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Upd 15 Jun
·3 min
What is Deployment? New
Deployment is the step that takes your working code off your own …
Basics
Added 15 Jun
·
Upd 15 Jun
·3 min
.gitignore Patterns and Best Practices
Software Engineering
Added 31 Mar
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Upd 30 May
·9 min
AI Infrastructure Capacity Forecasting
AI predicts infrastructure capacity needs based on growth trends, …
Ideas
Added 28 Mar
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Upd 30 May
·2 min
AI Log Pattern Analysis and Anomaly Detection
AI analyzes application logs to identify unusual patterns, correlate …
Ideas
Added 28 Mar
·
Upd 30 May
·2 min
AI Systems Are Software Systems
Why production AI requires the same engineering discipline as any …
Guides
Added 31 Mar
·
Upd 30 May
·9 min
Amazon CloudWatch
Monitoring and Observability for AI
Infrastructure
Added 25 Mar
·
Upd 14 Jun
·7 min
Automated Incident Postmortem Generation from Logs
AI analyzes incident timelines, logs, and chat transcripts to draft …
Ideas
Added 28 Mar
·
Upd 30 May
·2 min
Blue-Green Deployment
What blue-green deployment is, how it works, why it matters for …
Glossary
Added 25 Mar
·
Upd 30 May
·4 min
Blue-Green Deployment for AI Services
Zero-downtime model updates using blue-green deployment: how it works, …
Patterns
Added 25 Mar
·
Upd 30 May
·4 min
Canary Deployment
What canary deployment is, how gradual traffic shifting works, which …
Glossary
Added 25 Mar
·
Upd 30 May
·3 min
Canary Deployment for AI Models
Gradual traffic shifting to new model versions: how to implement canary …
Patterns
Added 25 Mar
·
Upd 30 May
·4 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
Container Registry
What container registries are, how ECR, Docker Hub, Azure ACR, and GCP …
Glossary
Added 24 Mar
·
Upd 30 May
·3 min
Continuous Integration (CI) Fundamentals
The practice of frequently merging code changes into a shared repository …
Glossary
Added 28 Mar
·
Upd 30 May
·2 min
Docker
What Docker is, how containers package applications, and best practices …
Glossary
Added 28 Mar
·
Upd 30 May
·3 min
Everything as Code: Treating All Artifacts as Software
The principle of defining infrastructure, configuration, documentation, …
Guides
Added 31 Mar
·
Upd 30 May
·7 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
Immutable Infrastructure
What immutable infrastructure means, how it replaces mutable servers …
Glossary
Added 28 Mar
·
Upd 30 May
·3 min
Infrastructure as Code (IaC)
What Infrastructure as Code is, and how Terraform, AWS CDK, and …
Glossary
Added 24 Mar
·
Upd 30 May
·3 min
Infrastructure as Code for AI Projects
Why IaC matters for AI reproducibility, multi-environment consistency, …
Guides
Added 25 Mar
·
Upd 30 May
·5 min
MLOps
Machine Learning Operations
Glossary
Added 28 Mar
·
Upd 30 May
·3 min
Model Drift and Data Drift
What drift is, the three types (data, concept, prediction), how to …
Glossary
Added 25 Mar
·
Upd 30 May
·4 min
Observability
What observability means, the three pillars of logs, metrics, and …
Glossary
Added 25 Mar
·
Upd 30 May
·4 min
Observability for AI Systems
Logs, Metrics, Traces
Patterns
Added 25 Mar
·
Upd 30 May
·4 min
Railway
Application Hosting Platform
Tools
Added 28 May
·
Upd 30 May
·8 min
Secrets Management for AI Pipelines
How to manage API keys, credentials, and sensitive configuration in AI …
Guides
Added 28 Mar
·
Upd 30 May
·4 min
Site Reliability Engineering (SRE)
What SRE is, how it applies software engineering to operations, and key …
Glossary
Added 28 Mar
·
Upd 30 May
·3 min
Terraform
Infrastructure as Code for AI Projects
Tools
Added 24 Mar
·
Upd 30 May
·3 min
Terraform vs AWS CDK
Which IaC Tool to Choose
Comparisons
Added 24 Mar
·
Upd 30 May
·3 min
Toil
What toil is in the SRE context, how to identify it, and strategies for …
Glossary
Added 28 Mar
·
Upd 30 May
·3 min
Trunk-Based Development
What trunk-based development is, how it differs from long-lived …
Glossary
Added 28 Mar
·
Upd 30 May
·2 min
Twelve-Factor App
What the twelve-factor methodology is, how it guides cloud-native …
Glossary
Added 28 Mar
·
Upd 30 May
·2 min
Version Control Fundamentals and Git
Software Engineering
Added 31 Mar
·
Upd 30 May
·13 min
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