Blog

Technical insights on building production AI systems.

AI Agents

Building Production MCP Servers: Lessons from Prometheus MCP

What we learned building and maintaining a Model Context Protocol server used by hundreds of teams in production.

AI Agents

A2A Protocol: The Future of AI Agent Interoperability

How Google's Agent2Agent protocol enables AI agents to discover and communicate with each other — and why it matters for enterprise AI.

Kubernetes

High Scale Web Server With Kubernetes - Part II

Using Kubernetes Horizontal Pod Autoscaler with custom Prometheus metrics to dynamically scale a high-traffic web server.

Kubernetes

High Scale Web Server With Kubernetes

Tips for running a high-scale web server on Kubernetes without losing a single request during pod termination and scaling.

DevOps

gauth - Two Factor Authenticator for the CLI Enthusiasts

A CLI alternative to traditional two-factor authentication apps like Google Authenticator and Authy.

AWS

Monitor Your AWS Lightsail Infrastructure

How to set up monitoring and alerting for your AWS Lightsail instances using built-in metrics and alarms.

DevOps

Blue/Green Deployments with AWS Auto-Scaling Group and Terraform

Implementing zero-downtime blue/green deployments using AWS Auto-Scaling Groups and Terraform lifecycle policies.

DevOps

Pulumi - IaC on Steroids

Deploying Docker containers on AWS Fargate using Pulumi, a modern Infrastructure-as-Code tool that uses real programming languages.

Communication

7 Rules for Designing a Captivating Presentation

Practical tips for designing visually compelling presentations, from color palettes to layout alignment.

AWS

Zip AWS Lambda Function on the Fly

A quick Terraform trick to zip your AWS Lambda function source code on the fly using the archive_file data source.

DevOps

Disable a WordPress Plugin from the Database

How to disable a problematic WordPress plugin directly from the database when you cannot access the admin dashboard.

AWS

Installing ELK Stack on AWS

A step-by-step guide to deploying Elasticsearch, Logstash, and Kibana on AWS for centralized log management.