Stuck in the Filter - W43
2025-10-24
These links for various reasons didn't make it into my public content. They come in many different formats and cover a range of topics that I found interesting or useful. Whether they were too niche, incomplete, or simply didn't fit the overall flow, these links are still valuable resources for some reason they caught my attention.
Hatching Growth #12: AEO in Practice: Memory Hacks, Prompt Injection Experiments, and Honest Results
https://read.glasp.co/p/hatching-growth-12-aeo-in-practice
Glasp’s note: This is Hatching Growth, a series of articles about how Glasp organically reached millions of users.
How this Yelp AI PM works backward from “golden conversations” to create high-quality prototypes using Claude Artifacts and Magic Patterns
https://www.lennysnewsletter.com/p/how-this-yelp-ai-pm-works-backward
Watch now | 🎙️ Yelp’s product manager on prototyping AI conversations with Claude, designing interfaces with Magic Patterns, and why starting with example dialogues creates better AI products
Knowledge creates technical debt - lukeplant.me.uk
https://lukeplant.me.uk/blog/posts/knowledge-creates-technical-debt
Some history on term “technical debt” and on better language to use when communicating about it.
The Memory Problem: Why LLMs Sometimes Forget Your Conversation
https://blog.bytebytego.com/p/the-memory-problem-why-llms-sometimes
In this article, we will try to understand why LLMs don’t actually remember anything in the traditional sense, what context windows are, and why they create hard limits on conversation length.
The 3 Levels of Influence (And Why You’re Stuck on Level 1)
https://alifeengineered.substack.com/p/the-3-levels-of-influence-and-why
The 3-Step Algorithm for Building Influence That Lasts.
Is vibe coding dying?
https://garymarcus.substack.com/p/is-vibe-coding-dying
Amateurs might not be replacing teams of coders, after all
Andrej Karpathy — “We're summoning ghosts, not building animals”
https://www.youtube.com/watch?v=lXUZvyajciY
Acknowledgments
I didn't invented the idea of grabbing everything I couldn't process and putting it in a document. I just borrowed it (the idea and the name) from the 'Angry Metal Guy' website, which has been doing this for years. You can check their Stuck in the Filter series for more details.






