naxty.dev

The engineering journal

Writing

Technical essays, notes and explorations on AI systems,
infrastructure and building things from first principles.

8 articles

Infrastructure

Running formae on Kubernetes with Helm

Deploying formae on Kubernetes with Helm, PostgreSQL, and optional observability.

Notes

My Tmux Setup: A Developer's Productivity Multiplier

How I configured tmux to make terminal work actually enjoyable — from vim-style navigation and mouse support to SSH auto-splitting and the Catppuccin theme.

Development

Extending Pkl To Enable formae Multi-Cloud Code Generation

A multi-stage Pkl and Go pipeline for generating formae configurations across AWS, GCP and Azure.

Infrastructure

Preventing Costly Configuration Deployment Mistakes with formae

Using Pkl types, schema validation and reusable secure defaults to prevent infrastructure configuration mistakes.

Infrastructure

Streamlining Ssh Access: Ssh Agent Forwarding For Easy Cloud Instances Access

Dive into my comprehensive guide on SSH Key Forwarding, a lifesaver for professionals using lightweight machines for cloud-based tasks. This blog post, enriched with personal insights, unveils how SSH agent forwarding can revolutionize your AWS and GitHub interactions. Discover practical steps for setting up SSH agent forwarding, learn its profound impact on team collaboration and individual efficiency, and see how it transforms the mundane task of SSH configuration into a seamless experience. Perfect for developers and sysadmins looking to optimize their cloud workflows.

Development

Supercharge Your Api Calls With Fastapi, Asyncio, And Httpx

Explore how to boost web app performance using FastAPI with asyncio and HTTPX for concurrent API calls. This tutorial showcases integration with popular public APIs like JSONPlaceholder and REST Countries, demonstrating efficient data fetching using asynchronous HTTP requests.

AI

Dvc: Develop Machine Learning Experiments In A Structured And Scaled Way

Structured and scalable development of machine learning experiments with DVC. Explaining DVC step by step on a practical example by running experiments with XGBoost and CatBoost on the churn prediction kaggle dataset.

Infrastructure

How To Install Docker On Ec2 Instance?

A quick guide & snippet to install docker on an AWS EC2 instance.

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