https://news.ycombinator.com/user?id=ChulioZHacker News RSShttps://hnrss.org/hnrss v2.1.1Fri, 31 Jul 2026 00:09:39 +0000I can very much relate to the experiences described in the article. In my projects, I have multiple Claude skills and rules aiming at making my files (the code, but also the Claude files themselves) more token-effective. I have seen huge differences in token usage before and after invoking those skills, which I regularly do as part of having Claude audit my projects; although I haven't measured them. Those projects are (like the one in the article) fully developed by Claude Code, so I found such audits and mindful token usage very necessary.

]]>Thu, 30 Jul 2026 18:45:24 +0000https://news.ycombinator.com/item?id=49113998ChulioZhttps://news.ycombinator.com/item?id=49113998https://news.ycombinator.com/item?id=49113998How do you draw the line between a human review at level 1 and a human safety gate at level 2?

]]>Thu, 30 Jul 2026 00:16:46 +0000https://news.ycombinator.com/item?id=49104724ChulioZhttps://news.ycombinator.com/item?id=49104724https://news.ycombinator.com/item?id=49104724