4 appearances on the backlist front page in the last 30 days.
best writeup on the topic. most harnesses out there are built with no abstractions in mind, software engineering replaced by giant brittle prompts and the occasional summarization. you cannot test them, you can barely reason about them and
democratizing compute with RLMs you don't need a frontier model with a giant context window. even relatively small models get massive gains (they trained an 8B RLM-Qwen3 that beats its base model by ~28% and gets close to much larger mode
new aithy website https:// github.com/dosco/aithy - better secure sandbox - artifact management - tons of built in skills - new multi-service arch., - packaged deployer - mesh networking - usage tracking - permissions system - memories -
i was honestly surprised when i saw the qwen 3.5 4b working with ax agent in aithy it was writing javascript code in a repl and bash code in a sandbox to do stuff. and all of this running on my m1 pro.