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Cloud, DevOps, Kubernetes & AI Infrastructure Blog
Practical guides for startups, SaaS companies, and engineering teams building secure, scalable, and cost-efficient cloud platforms.
DevOps Consulting for Startups
How startups can build reliable delivery pipelines, cloud automation, and scalable engineering operations.
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AWS Cost Optimization Checklist
A practical AWS cost reduction checklist covering EC2, RDS, S3, networking, Savings Plans, and FinOps.
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Kubernetes Cost Optimization Guide
How to reduce Kubernetes costs through autoscaling, resource limits, node optimization, and observability.
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LLM Deployment Guide
How to deploy LLM applications, RAG systems, vector databases, and inference APIs in production.
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MLOps vs DevOps
The real difference between DevOps and MLOps, and why AI teams need both.
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Startup Cloud Architecture
Cloud architecture principles startups should follow before scaling production workloads.
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What Is DevOps Consulting and When Do You Need It?
A practical guide to DevOps consulting, CI/CD, infrastructure automation, cloud reliability, and when startups should get expert DevOps help.
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CI/CD Pipeline Best Practices for Startups
How startups can build reliable CI/CD pipelines with testing, security, rollback, and automated deployment workflows.
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Jenkins vs GitHub Actions
A practical comparison of Jenkins and GitHub Actions for startup DevOps, CI/CD automation, and cloud deployments.
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Terraform Best Practices
Terraform best practices for reliable Infrastructure as Code, remote state, modules, environments, and cloud automation.
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How to Reduce AWS Costs Without Breaking Production
Practical AWS cost reduction steps covering EC2, RDS, S3, NAT Gateway, Savings Plans, tagging, and FinOps governance.
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AWS Savings Plans vs Reserved Instances
Understand when to use Savings Plans, when Reserved Instances still make sense, and how to avoid bad AWS commitments.
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Common AWS Cost Optimization Mistakes
Avoid costly AWS mistakes including overcommitting, ignoring NAT Gateway costs, poor tagging, and oversized databases.
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AWS Well-Architected Framework Explained
A startup-friendly guide to AWS Well-Architected pillars: reliability, security, cost optimization, performance, and operations.
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Kubernetes for Startups
When Kubernetes helps startups, when it hurts, and how to adopt it without creating unnecessary operational complexity.
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EKS Cost Optimization Guide
How to reduce Amazon EKS costs with resource requests, node groups, autoscaling, Spot instances, and workload visibility.
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Kubernetes Monitoring Best Practices
Production Kubernetes monitoring best practices covering metrics, logs, alerts, dashboards, SLOs, and observability.
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Kubernetes Security Checklist
A practical Kubernetes security checklist covering RBAC, network policies, secrets, image scanning, pod security, and audit logs.
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MLOps Architecture Guide
A practical MLOps architecture guide covering model deployment, registry, monitoring, drift detection, and retraining workflows.
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RAG Architecture Guide
A practical RAG architecture guide for LLM apps covering ingestion, embeddings, vector databases, retrieval, prompts, and security.
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