Discussion & Related
Infinigram: Variable-Length N-grams via Suffix Arrays
A corpus-based language model using suffix arrays for O(m log n) pattern matching and LLM probability mixing.
December 3, 2025 · 3 min read
BTK: Modern Database-First Bookmark Manager
A modern, database-first bookmark manager with powerful features for organizing, searching, and analyzing your bookmarks.
November 30, 2025 · 4 min read
CTK: 1,956 OpenAI Conversations as a Long Echo Archive
A live demonstration of CTK (Conversation Toolkit) exporting nearly 2,000 OpenAI conversations to a self-contained, searchable HTML archive.
December 18, 2025 · 2 min read
Long Echo in Practice: 5,874 Bookmarks in a Single File
A concrete demonstration of graceful degradation: exporting years of bookmarks to a self-contained HTML app that works offline, forever.
December 18, 2025 · 2 min read
The Long Echo Toolkit: Preserving Your Digital Life
Three tools for preserving your digital intellectual life: conversations, bookmarks, and books. Built on the same resilient architecture with reading queues, semantic search, and LLM integration.
December 16, 2025 · 5 min read