Tutorials

76 posts
Bootstrapping a birding database using GenAI (Part 1)

Bootstrapping a birding database using GenAI (Part 1)

A small birding app with 300 manually entered species faced an ambitious challenge: scale to include every bird in the world, complete with photos, sounds, and icons. This article explores how the team used GenAI to bootstrap a comprehensive birding database from scratch.

How to pragmatically leverage AI as a startup

How to pragmatically leverage AI as a startup

If you believe what you see on LinkedIn, startups don't need employees anymore, real founders just have agents building their companies. You write a prompt, fire off the agent, and wait for customers. In reality, you get a vague workflow that produces a mediocre demo at best.

Cloudy with a chance of function calls

Cloudy with a chance of function calls

In the first of a series exploring infrastructure fundamentals, Brenden addresses the most frequently asked questions about what's really happening under the hood with complex pipelines and AI/data systems, bringing the cloud to life.

Learning from OSS: configuring your Link component via a Provider (Braid)

Learning from OSS: configuring your Link component via a Provider (Braid)

Learn how SEEK’s Braid Design System uses a linkComponent provider to flexibly support routing across React apps. A great pattern for design systems, and one madewithlove engineers keep coming back to when building scalable front-end libraries.

A Rubber Duck’s Guide to Better Engineering

A Rubber Duck’s Guide to Better Engineering

Professor Quacks reminds us that curiosity, accountability, and good teamwork are the bedrock of great engineering.

Why front-end rewrites are more common than refactors

Why front-end rewrites are more common than refactors

Why do engineering teams keep rewriting frontends? Let’s explore the leadership bias and tech churn that makes refactors feel harder—yet ultimately more sustainable.

🌶️ Why Native PHP shouldn’t exist

🌶️ Why Native PHP shouldn’t exist

Building desktop apps with NativePHP misuses Laravel’s core strengths, creating potential security risks and practical limitations.

Tech stack decisions for AI startups: what you need to know

Tech stack decisions for AI startups: what you need to know

Selecting the right tech stack is critical for AI startups. Python is essential for data science, but the backend, frontend, and infrastructure choices determine scalability and efficiency. Explore the best tech stack combinations, hosting tools, and ETL solutions to future-proof your AI startup.

Securely Mounting COMPOSER_AUTH Secret in Docker Builds

Securely Mounting COMPOSER_AUTH Secret in Docker Builds

Using ARG or ENV for secrets in Dockerfiles can expose sensitive credentials in your final image. Instead, use Docker BuildKit’s --secret to pass secrets securely at build time. Learn how to protect your Docker builds across CLI, Docker Compose, GitHub Actions, and GCP.

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