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This is a universal architecture anti-pattern that affects teams across all cloud providers and technology stacks. Whether you are using nginx, HAProxy, Envoy or cloud load balancers, the problem is the same: placing a CDN after your reverse proxy instead...
AWS
CloudFront
ALB
CDN
Architecture
Anti-Pattern
ElastiCache
Lambda@Edge
Microservices
I will be honest – setting up MCP (Model Context Protocol) servers for AI agents has been a pain. You would spend time digging through documentation, manually editing JSON config files, and hoping you got the syntax right. Docker changed...
Docker
MCP
AI
Claude
Companies are mandating return-to-office. Parents now face a coordination challenge:
Kafka
Docker
Python
Event Driven
Distributed Systems
A few months ago, I found something that changed my views on AI tools. It’s called MCP (Model Context Protocol); it allows AI models to connect to external tools and data sources.
MCP server
Model Context Protocol
Bible API
Claude AI
Cloudflare Workers
AI tools
custom LLM
Bible study AI
Imagine you are using a highend espresso machine at work. Sometimes you get the perfect cup(rich, smooth, and exactly the right strength). Other times even when you seem to follow the same process, you end up with bitter, weak, or...
LLM
AI
Global companies often face challenges in providing employees with location-relevant policies. For instance, leave policies in the USA differ significantly from those in India. However, when documents are stored together in systems like SharePoint without proper filtering, employees may waste...
Amazon Bedrock
SharePoint
RAG
Knowledge Base
In the fast-paced world of AI development, tools that simplify the process of running and integrating AI models locally are in high demand. Docker’s latest beta feature, Model Runner, offers developers a seamless way to work with AI models directly...
Docker
AI
LLM
The world is buzzing about how DeepSeek has outperformed OpenAI on various benchmarks. This got me thinking that AI is evolving at an incredible speed, with endless opportunities. But beyond competition, what excites me is how AI can meaningfully solve...
AI
DeepSeek
OpenAI
ChurchTech
AIForGood
CommunityEngagement
Azure
Docker
I led a project transforming our scattered bot infrastructure to Kubernetes. With bots spread across multiple servers and tech stacks, our teams faced maintenance challenges and rising costs.
CloudTransformation
AWS
Docker
Kubernetes
DevOps
Engineering
CloudNative
Migration
While most Kubernetes engineers know what sidecar containers are and why they are necessary for logging and service mesh, these useful little components have other less obvious capabilities that are not well known. Let’s look at some powerful features that...
AI
Kubernetes
Docker
OpenAI
Python
DevOps
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