I write about building reliable software, learning platforms, and AI-assisted workflows—with the implementation details, trade-offs, and failures left in.
A short path through the ideas that shape this site.
A practical guide to using Hermes Agent with a local Gemma model for routine coding work, while reserving cloud models for tasks that genuinely nee...
Read the article →Notes on turning repeated AI workflows into scripts, skills, cron jobs, and guardrails so agents become cheaper, safer, and more useful over time.
Read the article →You build a chatbot. It works fine for simple questions. Then real users show up.
Read the article →Sending emails from a cloud VM sounds trivial — until you try it on Oracle Cloud Infrastructure (OCI).
Ruby's ability to handle multiple tasks simultaneously is a cornerstone of its power and flexibility. However, understanding the nuances of how Ruby achieves
Deploying Ruby on Rails in Kubernetes: A Comprehensive Guide Your browser does not support the audio element. Introduction Brief overview of Ruby on Rails and Kubernetes. Benefits of de...
Conquering Concurrency in Ruby: A Deep Dive into the GVL and Ractor Ruby’s ability to handle multiple tasks simultaneously is a cornerstone of its power and flexibility. However, understanding the...
Streamlining the Data Symphony: Enhancing Serialization in Ruby on Rails In the intricate ballet of web application development, Ruby on Rails often leads the performance with grace. But when it c...
In the world of database management, ensuring zero downtime during upgrades is crucial for maintaining the availability and integrity of services. Logical
Mastering Redis Memory Management with Microserver and Sidekiq Introduction: Microservers have become increasingly popular due to their flexibility and ease of deployment and testing. However, the...
As a small company or startup, managing a relational database like PostgreSQL can be challenging, especially when it comes to ensuring high availability,