Junie Coding Agent short review
I have been running few coding agents in my spare time on my personal projects and Junie does not look great when paired with local model
First of all, local models are capable but their ability to answer prompts in sustainable speeds degrades very quickly. I was experimenting with Qwen3.6-35B-A3B and Qwen3.5-35B-A3B. Both seems to be fairly capable, which is great for a local model that can run on decent GPU that is few years old (I have Radeon 7900 XTX with 24GB of VRAM) - that is outstanding considering what we thought about computers i.e. ten years ago. If someone then would say to me that we will be able to converse with our applications in human language and instruct them to do useful stuff, I would say: ‘Impossible!’. But we can and it does work but it have limitation, mainly in context size.
