Building Safer Kubernetes Pipelines: Admission Controllers and Webhooks Explained
 
https://knowledge.businesscompassllc.com/building-safer-kubernetes-pipelines-admission-controllers-and-webhooks-explained/
 
Kubernetes clusters face constant security threats, especially when CI/CD pipelines deploy workloads without proper validation. Kubernetes admission controllers act as gatekeepers, intercepting and evaluating every API request before resources reach your cluster. This makes them essential for preventing Kubernetes security vulnerabilities and building robust Kubernetes security pipelines.

Automating Model Management and Deployment with MLflow on Databricks
 
https://knowledge.businesscompassllc.com/automating-model-management-and-deployment-with-mlflow-on-databricks/
 
Managing machine learning models in production can quickly become overwhelming without the right tools and processes. This podcast shows data scientists, ML engineers, and DevOps teams how to streamline their machine learning CI/CD pipeline using MLflow’s powerful automation features on the Databricks platform.

Advanced RAG Architecture: Building Agentic Pipelines for Complex Problem Solving
 
https://knowledge.businesscompassllc.com/advanced-rag-architecture-building-agentic-pipelines-for-complex-problem-solving/
 
Traditional RAG systems work well for simple question-answering, but they fall short when tackling multi-step reasoning and complex decision-making tasks. Advanced RAG architecture with agentic AI pipelines changes this by creating intelligent systems that can break down problems, plan solutions, and adapt their approach based on context.

Monitor, Analyze, and Save: Building AWS Cost Dashboards That Drive Efficiency
 
https://knowledge.businesscompassllc.com/monitor-analyze-and-save-building-aws-cost-dashboards-that-drive-efficiency/
 
AWS costs can spiral out of control fast when you’re not watching them closely. Many engineering teams, DevOps professionals, and cloud administrators discover this the hard way when monthly bills arrive with unwelcome surprises.

Deploying a Production-Grade Prometheus and Grafana Stack on Kubernetes
 
https://knowledge.businesscompassllc.com/deploying-a-production-grade-prometheus-and-grafana-stack-on-kubernetes/
 
Setting up reliable Kubernetes monitoring isn’t just nice to have—it’s essential for keeping your applications healthy and your users happy. When your production workloads depend on real-time insights, you need a rock-solid monitoring stack Kubernetes deployment that won’t let you down.

System Design Secrets: How Big Tech Handles Double Booking Without Breaking
 
https://knowledge.businesscompassllc.com/system-design-secrets-how-big-tech-handles-double-booking-without-breaking/
 
Double booking disasters can sink a tech company’s reputation overnight. When Airbnb accidentally lets two guests book the same room or when concert ticketing sites sell the same seat twice, millions of dollars and customer trust disappear instantly.

Designing an MCP Server: Schemas, Capabilities, and Error Handling
 
https://knowledge.businesscompassllc.com/designing-an-mcp-server-schemas-capabilities-and-error-handling/
 
Building an MCP server requires careful attention to schema design patterns, server capabilities implementation, and error handling best practices to create reliable applications. This podcast is designed for developers working with message control protocol server architecture who want to build production-ready systems that can handle real-world complexity.

Real-World Terraform: Automating an AWS VPC the Right Way
 
https://knowledge.businesscompassllc.com/real-world-terraform-automating-an-aws-vpc-the-right-way/
 
Setting up AWS infrastructure manually through the console is time-consuming and error-prone. DevOps engineers, cloud architects, and infrastructure teams need a reliable way to build and manage AWS VPC environments at scale.

A Cloud Architect’s Guide to IaC-Based AWS Multi-Account Provisioning
 
https://knowledge.businesscompassllc.com/a-cloud-architects-guide-to-iac-based-aws-multi-account-provisioning/
 
Managing AWS multi-account architecture at scale requires more than just good intentions—it demands a systematic approach using Infrastructure as Code. Cloud architects and DevOps engineers face the challenge of provisioning and managing dozens or hundreds of AWS accounts while maintaining security, compliance, and operational efficiency.

ECS, EC2, and Auto Scaling Explained: The Core of Scalable Cloud Architecture
 
https://knowledge.businesscompassllc.com/ecs-ec2-and-auto-scaling-explained-the-core-of-scalable-cloud-architecture/
 
Building modern applications that can handle traffic spikes and grow with your business isn’t just nice to have—it’s essential. AWS ECS, Amazon EC2, and Auto Scaling work together to create scalable cloud infrastructure that adapts to your needs automatically.