Looks like it's just find sources in Confluence against bullshit Claude Code says?

I thought it can search for online cites.

> without any validation that it was published by the expected author

SPOF. I'd suggest use automatic tools to audit every line of code no matter who the author is.

I am making something similar. Also been using Kokoro for TTS. Very cool project!

Gemma 4 is kinda too heavyweight even with E2B. I am sticking with qwen 0.8B at the moment.

> Soviet engineering wasn't sloppy. It was designed for robustness, loose tolerances and simplicity

aka "fitting".

I wrote a blog on why Soviet-style engineering is bad https://blog.est.im/2026/stderr-04

> No one has ever made a purchasing decision based on how good your code is.

But many ppl will refuse a purchasing because the product breaks randomly

I've used programs for 30 years. They have broke down randomly, despite being artisanally programmed by actual humans.

Being created by a human doesn't imbue any specific amount of reliability to a piece of software.

is this somewhat similar to Microsofot Bitnet?

Similar in spirit but different in execution as far as I can tell.

so, always spawn another AI agent to debate!