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Posts on ByteVagabond – Digital Tinkering & Real-World Adventures

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I Analyzed 70 Startups' Codebases — The Ones With More Technical Debt Raised More Money

This post distills the findings of my master's thesis at the University of Twente and TU Berlin. I built an automated pipeline that analyzed the codebases of 70 open-source, venture-backed companies across 146 funding periods during the ZIRP era (2009–2022). The full thesis, dataset, and source code are open: github.com/maxcodefaster/tdr-velocity-analysis. What follows is not anecdote — it's data.…

Building Enterprise AI: Hard-Won Lessons from 1200+ Hours of RAG Development

The following blog post is an opinionated result of hundreds of hours of intense research, implementation and evaluation while developing an enterprise AI chat system (source code can be found here). While I do not remember every source and arxiv paper, most will be linked directly in the text. Now please fasten your seatbelts and enjoy your deep dive into modern AI RAG architecture. AI Apps Are…

Reactive Data Sync: Mastering Concurrent Updates in Large-Scale Applications

Introduction In the domain of complex software systems, particularly in the med-tech sector where data consistency and timely delivery are paramount, managing data synchronization across multiple layers of an application ecosystem presents unique challenges. These challenges are amplified when dealing with large-scale monorepos housing multiple interconnected applications and microservices. In…

Web UI Magic: Reactivity Fundamentals and Angular Best Practices

Web development has become more sophisticated, but understanding the fundamentals and different approaches to reactivity can help you write better, more efficient applications. This post will explain how web engines work, explore various reactivity models in different frameworks, and provide performance tips specifically for Angular developers. 1. How Web Engines Work ELI5: The DOM and the JS…

Calisthenics Workout Plan

💪🏻 The main goal of this plan is to focus on skill development and strength building by having a holistic push, pull, legs and abs split. Training Days (each workout is about 1 hour): 4 Day version: Legs + Abs - Rest - Push - Rest - Pull - Rest - Fullbody 5-6 Day version: Push - Pull - Legs + Abs - Rest - Push - Pull - Legs + Abs Rest between reps: 1:30-2 Minutes Bonus: Full body workout plan…

Bet on the Web - Why the future of applications is web based

In my professional journey, I’ve observed a consistent trend: the shift towards web-based application development. This shift away from native OS-specific development is not just a fleeting change, but a significant movement in the tech world. In this article, I’ll share my insights on why this trend is emerging and its positive implications. You Cannot Stop the Web Back in 2007, with…

Self-Sufficient Gardening & Permaculture 101

This article is based on my personal experience and in part on the teachings of the excellent Don Giardino. If you want to learn more about gardening and permaculture, I highly recommend his book and his website. Introduction: The Art of Reading Nature’s Signals Having a green thumb isn’t just about having some magical ability to grow plants. It’s about being an excellent…

Why I Deleted WhatsApp and What I've Gained From Living Without It for 5 Years

In today’s world, it’s almost impossible to imagine life without WhatsApp. The popular messaging app has become an integral part of our daily lives, allowing us to stay connected with friends, family, and colleagues no matter where we are. But what if you were to live without WhatsApp for 5 years? I know this sounds like a daunting task, but hear me out. I recently made the decision to…

Reverse engineering and creation of a temperature monitoring app

A client of mine has a product in the form of a sensor that monitors the temperature of medical critical infrastructures, such as medicine refrigerators or organ transports. For the configuration, analysis and alerting of the sensor, he had licensed an app from another provider. The app was actually for another product, but the other software company changed the logo and then decided to call it a…

Building a social media startup

Go straight to what I learned so you don't have to go through the same process. I want to share with you the most comprehensive entrepreneurial journey I have ever undertaken. bonq is an app I developed with UI designer Tien Nguyen from August 2021 to June 2022. bonq - Share unique emotions with your friends Every day people react with real emotion to memory photos, memes or funny videos.

Goodbye, Ticket Monopolists: How a Decentralized Ticketing Platform can change the Game

Ever been annoyed by high fees and restrictive conditions from ticket monopolists like Ticketmaster? Worry no more! This blog post outlines a project that proposes a new, decentralised approach to ticketing, designed to create a fairer experience and offer an innovative perspective on the ticketing industry. The Magic Behind the Curtain: IOTA’s Shimmer Network The project is built upon…

Going fully remote - maximum freedom

After graduating from college in 2015, I went into a gap year. However, according to the Vietnamese news agencies, my trip was somewhat different. With the help of a friend I have translated one of many (1, 2, 3,...) news articles about this journey. An interesting story about the western guy who brought the whole ‘motorbike camper’ to Vietnam This German student is on the road with…

A fully decentralised, easy accessible app

The vision Imagine an application that could do it all… Something between reddit, instagram, telegram and eBay. Now imagine everyone on this platform can be anonymous - no IP log, no nothing. The application would not be served from a single server, instead it would be decentralised and accessible through a regular browser. This means, that anyone can participate and communicate / buy /…

Food for thought

Surveillance Capitalism So, famously, industrial capitalism claimed nature. Innocent rivers, and meadows, and forests, and so forth, for the market dynamic to be reborn as real estate, as land that could be sold and purchased. Industrial capitalism claimed work for the market dynamic to be reborn as labor that could be sold and purchased. Now, here comes surveillance capitalism, following this…

Offline-First Cross-Platform with Ionic and CouchDB

I created a full stack template to quickly build nativ cross-platform apps with one web code base: CAIN-Stack Code & Docs Intro With Steve Jobs originally presenting the idea of web apps “that look exactly and behave exactly like native apps” 12 years ago and 4 years since the term “PWA” was coined, How close are we to a webpage that behaves like a native app? First lets…

Evening the playing field - A new society with Industry 4.0 and IOTA

Part 1: What was, will be GDP Growth is declining all around the world. We reached our economic peak 20 years ago. CO2 emissions are changing the water cycle rapidly, which is exponentially shifting the chemistry of our planet. By the end of this century only half of the species on this planet will be left. It is terrifying! So what do we do? We need a new economic vision for the world and we need…

The homeserver saga - Part 2

My father needs a new laptop. And I have one sitting around, that I abuse as a server. A waste of resources and not ideal use case for a laptop. So I took my homeserver, put a ssd inside and gave him a new destiny. My father is happy but I have no cloud anymore 😔. To reserve energy I chose to run the laptop only when I send a wake on lan package to it.

Corebooted Thinkpad x230 with hardware mods

The why and how Ever since the end of the bush era 2008, every Intel chip comes with an embedded subsystem called the intel management engine. Every i3, i5, i7 and i9 processor has this engine. It is a black-box and has access to every peripheral device like RAM, camera, microphone hard drive, … even when the main processor is turned off. Some say this is a backdoor for the NSA, some say…

The Homeserver saga - Part 1

It is a hot summer and my brain is to overcooked to program anything… Suddenly a bright light appears of nowhere and screams at me: “You are a privacy slut! All your files are stored on Google Photos and OneDrive. You are using Gmail and Instagram. DO SOMETHING!”. So I did. I quickly deleted instagram and went from gmail to mailbox.org. But before I could delete all my files…