Every video here started as the one-line prompt on its card. The script, voiceover, motion graphics and cover thumbnail were all generated — none of them was touched in an editor afterwards.
1:26How DeepSeek shrank the KV cache
Prompt: “Multi-Head Latent Attention, explained for engineers”
0:58Stop prompting — start loop engineering
Prompt: “loop engineering”
1:06RAG, explained from zero
Prompt: “What is RAG, for someone brand new to it”
1:11Why Git scales linearly — and Lore doesn't
Prompt: “Why Git scales linearly but Lore scales logarithmically”
0:58How AI agents actually use tools
Prompt: “Designing an autonomous tool-calling agent system”