Engineer. I measure what technology saves - and notice what it costs.
When automating triage quietly costs you money
engineeringAutomating GitHub issue triage looks like an easy win. The work is repetitive, a model does it in seconds, and the math looks great on a slide.
The Real Cost of Changing Your Life
thoughtsYou have a family. Kids. A job. A mortgage. A car. Obligations. By most measures - you are stable.
Can AI Lower the Cost of Starting Over?
thoughtsAI is changing what work looks like. Everyone agrees on that. But I think we're asking the wrong question.
The Knowing
thoughtsI was at the gym last week.
We Live in the Present. But We Feel in the Past and Future
thoughtsI watched a film tonight. By morning, the feeling will be gone.
Whose Walk Is It?
thoughtsI was born in 1988. No phones. No internet. When we were bored, we invented our own entertainment. Summer meant one thing: go outside.
AWS Well Architecture Framework
engineeringBuilding things in the cloud can feel overwhelming. So many choices...
Swappable LLM Architectures: Building Flexible AI Systems
engineeringIn today's fast-evolving AI landscape, new models emerge daily, pricing structures change, and performance improvements happen constantly. Building applications...
Automation vs AI Workflows vs AI Agents: Understanding the Differences
engineeringAutomation, AI Workflows, and AI Agents - these terms flood our feeds daily, often used interchangeably. But they represent fundamentally different approaches t...
Jenkins Installation
engineering**Jenkins** - The open-source automation server with hundreds of plugins to support building, deploying, and automating any project.
Go meets Cisco using SSH
engineeringMore of Go ==========
Postman Environment Variables
engineeringUsing Environment in [Postman](https://www.postman.com/) is one of the best things that we can use during the testing and while playing around with API. Postman...
Python: Script structure
engineeringI decided to make some Python notes. Since there is a ton of information about Python, these notes will be mostly for my reference but if they help anyone - it ...
Python: Simple Email Gmail
engineeringSometimes it is very useful to have the script that sends notification, when finishes executing, has come to an error or just needs to send some data to you.Thi...