I pointed my own RAG engine at my own writing and it buried the right answer under a Rust memory cheatsheet. The cause was one word of Rust. Here's the diagnosis, the one-word fix, and the before/afte…
#age
#agenix
#agents
#ai
#algorithms
#arcgis
#arm
#automation
#aws
#bash
#bevy
#bfs
#binfmt
#bookmarks
#browser
#c
#chainlit
#chromadb
#claude-code
#cli
#cloud
#context-engineering
#cross-compilation
#crux1
#data-analysis
#data-viz
#databases
#demo
#dependencies
#disko
#domains
#duckdb
#embeddings
#emulators
#flakes
#frontend
#games
#gcp
#graph
#graphics
#guide
#ham
#harness-engineering
#helios64
#home-manager
#homelab
#infrastructure
#javascript
#jotform
#knowledge-management
#lambda
#learning
#lina
#link in bio
#linkedin
#local-first
#lua
#macos
#magentic-one
#make
#mastering-c
#mcp
#memory
#meta
#nas
#neofetch
#nextjs
#nix
#nix-darwin
#nixos
#nixos-anywhere
#o1-preview-2024-09-12
#p2p
#pandas
#parenting
#projects
#python
#radio
#rag
#remote-builders
#reproducibility
#retrieval
#rust
#sass
#search
#second-brain
#secrets
#security
#series
#sites
#skills
#social
#sqlite
#static-site
#statsmodels
#surrealdb
#systems
#systems-design
#theming
#tokens
#tooling
#tronxy
#ts
#tutorial
#vite
#wasm
#web
#webrtc
#zfs
#zola
I used an agent harness — 78 docs, six agents — to build a RAG engine, and the git log shows it worked. The engine itself has only ever indexed its own source. Harness engineering from the receipts, n…
Markdown context is great until a team needs it to stay fresh and shareable. Context Harness is my database-shaped bet on that problem — a work in progress I'm dogfooding, and reasoning through in pub…
A field guide to running real databases in the browser — SQLite-WASM, DuckDB, PGlite, and SurrealDB — plus the local-first movement and the search tradeoffs behind them.
We decided 'dynamic website' had to mean megabytes of JavaScript framework and a server to feed it. This series is about a heresy: a static site can be genuinely dynamic, with a real database doing th…
An honest writeup of running SurrealDB in the browser — not for search, but to get dynamic application state out of a static site generator on free hosting, with no SPA and no heavy JS framework. The …
Local-first RAG engine in Rust — SQLite, hybrid search, Lua extensions, and an MCP server that hands your context to any AI tool.