Spaceout
beyond excelsior
Software development, application and system architecture
Luke Celitan
Hello everybody ๐ ! My name is Luke and I am the creator and owner of the spaceout.pl. Personally, I am a big geek with huge love for Star Wars, Marvel and DC comic books, Funk and 80s music. I take most of my design inspiration from offline experiences like going to art museums, galleries and working with other creative people on various projects. I also work with various Activist and NGO groups as a pro-bono designer and developer.
The AGI Illusion: Why Scaling LLMs Wonโt Get Us There (And What Actually Will)
The industry keeps selling the idea that if we just add enough GPUs, next-token prediction will wake up. Here is why the LLM route to AGI is hitting a data wall, and what we actually need to build instead.
The Sovereign Workstation Agent: Building a Native AI Platform with llama.cpp, Rust, and Linux
The industry keeps selling you bigger cloud models. Here's why I built my daily agent to run entirely on my own machine โ in Rust, on llama.cpp โ and what that buys you that no API ever will
AI Can't Count
I benchmarked 21 language models on plain arithmetic. Only the slow, expensive ones could add a column of numbers โ and here's why that should change how you build
Building Evolutionary Architectures
Fitness Functions, Architectural Quanta, and How an Architect Finally Wins the Quality Argument Without Having It
Vibe-coding kotlin into the play store
Vibe-coding an Android app into the Play Store taught me the code was the easy part
The Rise of the Solo Dev Army
AI Tools, The End of Collaboration, and the Future of Software Development
The Great Correction - Why Production AI Left the LLM Bubble Behind
Clem Delangue (HuggingFace CEO) claims we're in an LLM bubbleโnot an AI bubbleโand the download stats back him up. Discover what gets deployed in the real world - why encoder-only models, vision, time series, document, graph, and code models outsell LLMs, and how practitioners compose practical stacks for actual workloads.
MCP Servers
Uncover everything about MCP serversโfrom USB-C analogies for AI to advanced protocol, practical code, and real-world enterprise workflows. Beginner-friendly, expert-depth, packed with examples and best practices.
Vector Databases From Layman to Professional
Vector Databases and the Modern Data Stack: From Layman to Professional (With Netflix Case Study and Lakehouse Integration) 1. Introductionโฆ
Docker vs Podman, 2025 field guide with community insights
Docker, known for portability, competes with daemon-less Podman, which emphasizes security and simplicity, in the evolving containerization field
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