My Digital Garden

A curated collection of useful links and resources

My Weekly Internet Treasures

Curated treasures from the overlooked corners of the internet

Hand-picked resources that algorithms don't prioritize

Thoughtful summaries that respect your time and attention

Weekly delivery with zero spam, ever

Join the readers who value depth over algorithms. Unsubscribe anytime.

Generalists in 2025 🎨

My reflections on generalist careers in the age of AI

How to Build AI into Tech Products 🔨

Lessons learned from 10+ AI-first companies

Mistakes I see engineers making in their code reviews

In the last two years, code review has gotten much more important. Code is now easy to generate using LLMs, but it’s still just as hard to review. Many software…

Agentic AI and Security

The serious security risks involved in using autonomous LLM applications and what we can do to mitigate them

Untitled

No description available

The New Calculus of AI-based Coding

A collection of posts by Joe Magerramov

50 things I know

And wish I'd known sooner

Context Engineering: Why LLM’s need more than prompts and MCP ser...

Context engineering ensures large language models see the right information at the right time, grounding their reasoning in real code, docs, and conversations instead of guesswork.

The Strategic Product Designer | Notion

Resources

nullpt.rs • I'm Building a Browser for Reverse Engineers

In the expanding world of AI my heart still lies in AST transforms, browser fingerprinting, and anti-bot circumvention. But my workflow felt... primitive.

Untitled

No description available

Max Leiter

We talk about overfitting models but never overfitting prompts to models