The author pointed out that JSON-wrangling and regex issues are a pain in the ass. I found them to be a pain in the ass in my own project, too.

He also argued that his project implemented a kernel pattern that acted as a buffer between the LLM and the outside world. I too implemented a buffer pattern in my own project.

He built an AI harness, I think it's a nice project, and if it extends MCP compatibility, I do think HIC Mouse would be a nice integration with Ambiance.

Yes, I think Ambiance is a great project and I am wishing the author all the best luck and success in the future. Yes, I gave it a GitHub star. Sorry I didn't give fainter praise?

By the way, I wrote every line of my project myself; I wrote every word of my research myself; I wrote every word of the copy on my website, including all legal provisions, docs, and blog posts, myself; I write all my comments on HN myself. I'm proud of my work and stand by my project, which ironically is dedicated to reducing AI slop and boosting accuracy so that AI agents can perform surgical, precise code repairs without ever touching or copying any other part of the code base. Let me know what you're doing to reduce slop, other than accusing people falsely of generating content with AI.