The Stratiflux blog
Original deep dives on how things really work, from networking to frontier AI, plus an AI-curated feed of the best writing from across the industry.
Deep dives
Original explainers, written by our team, rich with diagrams.
Six things every AI engineer should know (that get increasingly niche)
Anyone can call an API. These six judgment calls are what separate someone who uses AI from someone who can actually build and operate it in 2026.
Read the deep diveHow the internet actually moves your data
You click a link and a page appears. Here is the whole hidden journey, in plain language.
Read the deep diveInside a cloud data center (and what 'the cloud' really is)
The cloud is a building full of computers. Here is how one is built and how raw metal becomes an API call.
Read the deep diveHow a frontier AI model really works, end to end
No magic, no hype. Tokens, attention, training, and inference, explained the way you would explain it to a smart friend.
Read the deep diveHow GPUs actually run AI (and why latency is everything)
The stack underneath every model: GPU hardware, parallel training, the interconnect, and low-latency inference, in plain language.
Read the deep diveHow a frontier AI cluster comes online
Thousands of GPUs in different buildings, on different clouds, become one machine. Here is the software that makes that happen.
Read the deep diveVibecoding that survives contact with production
Let the AI write the code. Then apply the few timeless principles that keep it cheap, safe, and scalable.
Read the deep diveThe Silicon Supply Chain & Low-Level Math: ASML to Tensor Cores
From lasers vaporizing tin drops to matrix multiplication at the speed of light. The extreme engineering that makes modern AI possible.
Read the deep diveThe Modern AI Glossary & Kernel Deep Dive
How AI data centers truly work, the kernel-level magic of networking, and the definitive glossary of modern AI buzzwords.
Read the deep diveNeural Networks: Backpropagation & Loss
The elegant mathematical loop behind AI: guess, measure the error, and adjust.
Read the deep diveQuantum Computing & QML Deep Dive
Classical computers manipulate absolute certainties. Quantum computers manipulate probabilities.
Read the deep diveBlockchain: Consensus & Cryptography
Strip away the crypto hype, and what remains is an elegant distributed system.
Read the deep diveThe Builder's Blueprint: Making Money with Tech
How to turn deep technical knowledge into high-paying remote roles and local monopolies.
Read the deep diveFrom across the industry
An AI-curated feed of the best engineering and AI writing, scored for relevance.
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