AWS’ Well-Architected Framework: Your Blueprint for Cloud Success
Operational Excellence: ability to run and monitor systems to deliver business value. Design Principles: + Perform operations as code. + Annotate documentation. + Make…
Essays & Field Notes
The Journal
Essays on agentic AI and distributed systems, and the architecture that keeps them working under pressure.
total
98
span
10 yrs
topics
7
The Bulkhead Pattern: Designing Systems That Refuse to Drown
Updated December 2025 to reflect modern autonomous and agentic systems Executive Summary Most distributed systems don’t fail catastrophically. They fail quietly. Threads saturate. Queues…
Revamp Your Coding Workspace with Jupyter Notebook Extensions
Yo, fellow Jupyter notebook user! Have you ever wished for some extra features to make your notebook experience even better? Well, have no fear,…
Transform Your Jupyter Notebook with Custom Themes
So you've been using Jupyter notebooks for a while now and the default light theme is starting to make you feel like a vampire.…
Maximizing Machine Learning Potential: Understanding the Types
Yo! Let's talk about the different types of machine learning we've got out there. We're gonna break it down based on the level of…
Kadane’s Algorithm: The Key to Optimal Subarray Sum
The maximum subarray problem is all about finding a contiguous subarray with the largest sum. Basically, you need to look at an array of…
AWS Disaster Recovery: Building Resilience for Your Business
Any kind of failure can negatively impact a business value and when designing an application we need to proactively design for events like that.…
Amazon Cloudfront FAQ
If you're not aware of Amazon Cloudfront Service, I'd suggest you to read What is Amazon Cloudfront? before going through the FAQ. With CloudFront,…
AWS Serverless Application Repository FAQ
If you're not aware of Serverless Application Repository Service, I'd suggest you to read What is AWS Serverless Application Repository? before going through the…
AWS IAM FAQ
If you're not aware of AWS IAM Web Service, I'd suggest you to read What is AWS IAM? before going through the FAQ. You…