interactive on Coding in Spacehttps://ceres1.space/tags/interactive/Recent content in interactive on Coding in SpaceHugo -- gohugo.ioen© 2026 Josh LeveretteWed, 05 Aug 2026 19:33:03 -0500LLMs, from the Beginning — Part 1: The Next Tokenhttps://ceres1.space/posts/llms-from-the-beginning/the-next-token/Wed, 05 Aug 2026 19:33:03 -0500https://ceres1.space/posts/llms-from-the-beginning/the-next-token/See how next-token completion becomes few-shot prompting, chat, tool use, and reasoning through interactive, token-level exhibits.LLMs, from the Beginning — Part 2: Remembering the Prompthttps://ceres1.space/posts/llms-from-the-beginning/remembering-the-prompt/Wed, 05 Aug 2026 19:33:02 -0500https://ceres1.space/posts/llms-from-the-beginning/remembering-the-prompt/Open the KV cache, count what every remembered token costs, and explore how modern attention designs handle long context.LLMs, from the Beginning — Part 3: Breaking the One-Token Barrierhttps://ceres1.space/posts/llms-from-the-beginning/breaking-the-one-token-barrier/Wed, 05 Aug 2026 19:33:01 -0500https://ceres1.space/posts/llms-from-the-beginning/breaking-the-one-token-barrier/Connect arithmetic intensity, continuous batching, sparse experts, and speculative decoding to the latency each user feels.