Agentic Coding Harness I forked + opensourcing all of my GPU poor research
Hey guys! Im making this post to let yall know about two of my most- crazy- projects that Ive been working on
first is an agentic coding harness that natively integrates APPA, context folding, and a live web browser with no MCP server into one complete harness: a1
Ive also opensourced all of my gpu poor research into this repo: toffee
basically allows you to finetune models, quantize models, and train your own dspark heads on consumer hardware (dspark heads only work for ik_llamacpp currently), it is very experimental so if you do use it be ready to get your hands dirty in python- model support is also very easy to add usually takes less than 2 edit rounds with the help of an LLM and the model config.json
I hope you guys find my projects useful! if you did star them- thatd be cool