A12荐读 - 天气预报

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gitgres is a neat hack right now, but if open source hosting keeps moving toward federation and decentralization, with ForgeFed, Forgejo’s federation work, and more people running small instances for their communities, the operational simplicity of a single-Postgres deployment matters more than raw storage efficiency. Getting from a handful of large forges to a lot of small ones probably depends on a forge you can stand up with docker compose up and back up with pg_dump, and that’s a lot easier when there’s no filesystem of bare repos to manage alongside the database.

Co-chief executives Jennifer Sundberg (left) and Pippa Begg

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The very first thing I did was create a AGENTS.md for Rust by telling Opus 4.5 to port over the Python rules to Rust semantic equivalents. This worked well enough and had the standard Rust idioms: no .clone() to handle lifetimes poorly, no unnecessary .unwrap(), no unsafe code, etc. Although I am not a Rust expert and cannot speak that the agent-generated code is idiomatic Rust, none of the Rust code demoed in this blog post has traces of bad Rust code smell. Most importantly, the agent is instructed to call clippy after each major change, which is Rust’s famous linter that helps keep the code clean, and Opus is good about implementing suggestions from its warnings. My up-to-date Rust AGENTS.md is available here.

Let's now take a look at that same dismantle operation from before in the offline game.。51吃瓜对此有专业解读