Visualizations & Technical Docs
Interactive explainer: linearizability, Raft simulation, 2PC, sagas. Based on DDIA Chapter 9.
Interactive wiki: B-tree operations, LSM compaction, indexes, bloom filters. With live simulation.
Back-of-envelope calculations for systems design. Latency numbers, throughput estimates, capacity planning.
Clean-room functional specs for building an agentic coding assistant. Tool schemas, memory system, security model.
Technical reference for running LLMs locally: hardware, software, inference, performance.
How Ori uses Reasoning + Acting — flowcharts and examples from a real conversation.
How AI memory systems work — from input to storage to retrieval.
Entity extraction and relationship mapping in memory systems.
Lossless context management via hierarchical summarization. Never forget anything.
Git-like version control for conversations. Structural trimming without semantic loss.
A gentle introduction: neural networks, CNNs, overfitting, data augmentation, transfer learning.
Knowledge distillation & quantization explained with toy examples.