Hours Per Week

Great software systems consist of great infrastructure, great distribution, and great user experience (for both developers and users). Nix is a tool that takes a unique approach to package management and system configuration and might just make it far easier to make great software systems.

Nix Devlog 000

Zig is a relatively new, high performance, general programming language with a lot of promise for the future. With native support for WASM, this begs the question, "Can we deliver high performing AI software at the edge with Zig and WASM via WebGPU?" Some tools are close to getting us there.

Zig, WASM, and GPU Compute Devlog 000

What does it take to establish product market fit?

More

A Forest of Time and Energy

Enough

Stakeholders

You can't put the genie back in the bottle.

Open Sourcing

How far can the cloud services you choose take you and your business? Should you care? Should you consider other options? Do any scale from idea to IPO? Should you ever think about exiting the cloud?

Your Forever Cloud: Until It's Not.

The Eisenhower Matrix

Bringing a clear narrative, selective highlights, and full context is better than chasing priorities into a corner when it comes to team communication for what has to get done.

Tying it all together

Hell Yeah

Cloud 2.0 calls for mis en place across foundational business functions. Cloud 2.0 products and companies should focus on first principles of designing, shipping, and selling software. Guiding the builders with leading indicators of product market fit.

Cloud 2.0

Taking it apart and put it back together for something else, something different, something better.

Unbundling

A compass to help you find the sweet spot in terms of the people whose lives you want to change with your products or services.

The Sweet Spot

Far more fun to run after a boulder down a hill, than to push one up a hill.

Time is the Creative Director

Turns out an AI can be your executive assistant, but it requires a twist of creative writing and software development: prompting, not necessarily programming.

Speak soon! Part II

Speak soon!

Is it an industry, or is it an opportunity?

Industry or opportunity?

The Hedgehog concept is a simple way to help you figure out where you best fit in the world.

Finding your Hedgehog

Do you approach technical communication with curiosity, a willingness to be wrong, and a desire to build the best bridge?

Show Me How

After two years of working on Astrobase, through various product iterations, launches, customer interviews, and more, I wanted to share my learnings and my thoughts on what the future holds for me and Astrobase.

Entrepreneurial Harmony

Deploy a private ethereum blockchain on Kubernetes.

Run Ethereum on Kubernetes

Your family and your team are not the same thing.

Full House

What is the last project or business you owned? What did developing that project or business mean for you, for those who helped you build it, for your own learning and self improvement?

Work and Ownership

It takes too much time and energy to be negative.

The Power of Positivity

I think that the goodness of the products and services you build as an entrepreneur can be measured by two factors; how unique and valuable something is.

Unique and Valuable

Hindsight is 2020

The past ten months have felt like a couple of years – so I've decided to stop, reflect, and share some of my learnings.

Trust the Process

The rise in usage of Kubernetes for AI/ML workloads has led engineers to question the suitability and effectiveness of Kubernetes' resource management and scheduling to meet the growing requirements of these workloads. So what?

AI Infrastructure on Kubernetes

If everyone says it isn't working, might as well know how it's supposed to work.

How DNS Works

Many internet services use OAuth and email based protocols for sending login links and tokens. I think it's a pretty slick way to log users in and reduces overhead for them by adding yet another credential to their password managers. Let's walk through how we can implement this – we'll also see a reference to pypale, a package that implements passwordless functionality for us.

Passwordless Logins in Python

Let's run though a text processing exercise in Ruby.

Text Processing in Ruby

Dispatch tables in python are awesome – use them!

Dispatch Tables in Python

Sampling gin, the golang web framework, for building high performance, well curated, production backend apis.

Build REST APIs with Go and Gin

A brief guide to building a hello-world Flutter app with a Rails API backend.

Flutter and Rails from Scratch

Linear regression is fun and easy to do in Go. You don't need to learn python to do basic data work!

Linear Regression with Go

Writing partial derivatives is a great way to understand some of the underlying features of machine learning and neural network libraries.

Partial Derivatives & Recursive Descent

Ever wonder how the heck music appears on your daily drive Spotify playlist? Or how artists and songwriters get paid? Read on to learn about that and how it should be a better system.

Rebuilding the Music Industry

Machine learning engineering is relatively fun and easy to do in Go. Data scientists and ML engineers should checkout Go for building ML applications!

Machine Learning with GoLearn

Spago is an incredibly friendly and effective framework for doing NLP in Go.

Question Answering NLP in Go

Building lightweight ML applications with python, pandas, streamlit, and scikit-learn is a awesome. Let's run through a simple example app to illustrate this.

ML with StreamLit

A great practice in software development is clear error message communication. Pydantic and FastAPI provide an amazing, minimal, intuitive framework for building data based web APIs that make data retrieval a breeze and provide a simple interface for delivering information from client to server.

Clean Rest API Error Messages with Python

Fullstack Kubernetes

Let's build a simple currency converter api with python, FastAPI, and pydantic.

Python Currency Converter

What a year. This is my yearly reflection post for 2019.

Reflections: 2019

Quality of Work

Building a triple flywheel for startup life.

Giving & Growth

What is something that you think is true that most people disagree with you about?

Agreeing to Disagree

After a semester teaching at Carnegie Mellon University's Computer Science department, I wanted to reflect on what it means to teach people better, how to inspire teachers to be better, and how to reorient conversations from machine learning to human learning. I think teaching people should be prioritized over teaching machines.