research
architectures
dandelion cuda, python, and common lisp research codebase for neuro-symbolic prototypes that need hardware contact. github
simple-agent-core minimalist python agent framework: dynamic tool loading, loop detection, sandboxed file work, multi-provider. github
phone-agent typescript agent stack oriented toward phone-centric workflows, with docker-friendly deployment paths. github
models
bently coder 7b apache-2.0 coding model: qwen2.5-coder-7b-instruct plus qlora on about 7k personal github instruction pairs. huggingface
how it works
three layers, one workshop
cuda kernels sit under python host code; common lisp carries symbolic structure. ideas move between hardware, host, and symbol before anything is productized.
how it performs
hybrid weight
byte-weighted github language mix. shows where the research mass actually lives: cuda-led, with python and lisp as the hybrid surface.
releases
| project name | type | details | release date | size | |
|---|---|---|---|---|---|
| 0 | phone-agent | agent | typescript agent stack for phone-centric workflows with docker-friendly deploy paths. | 04/03/26 | |
| 1 | dandelion | research | cuda / python / common lisp workshop for neuro-symbolic prototypes. | 04/02/26 | |
| 2 | bently coder 7b | model | qlora coding model on qwen2.5-coder-7b-instruct; bigcodebench hard 92%, humaneval 86%. | 03/01/26 | 7B |
| 3 | dither | tool | desktop dither dock: floyd-steinberg, ordered, atkinson, and shape dithering. | 07/08/25 | |
| 4 | orc | agent | autonomous multi-agent system on google adk with shared-workspace coordination. | 06/28/25 | |
| 5 | spark | model | on-device android llm chat companion with optional local api server. | 06/24/25 | |
| 6 | tetra | agent | android automation agent using screen analysis and accessibility actions. | 06/23/25 | |
| 7 | simple-agent-protocol | framework | websocket hub coordinating simple-agent-websocket instances and task delegation. | 05/31/25 | |
| 8 | simple-agent-websocket | framework | thin websocket wrapper around simple-agent-core for real-time web sessions. | 05/28/25 | |
| 9 | simple-agent-tools | tools | remote command catalog loaded on demand by simple-agent-core. | 05/23/25 | |
| 10 | simple-agent-core | framework | minimalist python agent loop with dynamic tools, loop detection, and sandboxing. | 04/16/25 |