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A V2EX user, an Android developer, reports that their company now mandates AI tool usage and has allocated tokens. They have set up the local Claude Code tool but feel outdated in AI-assisted coding. The user asks for concrete tips on skills, MCP (Model Context Protocol) usage, and relevant plugins, indicating they are currently self-learning in this area.
PyTorch merged pull request #183992, authored by cyyever, which updates the codebase to use C++20 default member initializers for bit-fields. The change modernizes the internal code and was approved by Skylion007. It was resolved on the trunk branch with commit aa3ccd27e55dcc37557b3457fd6bf20cd6aa5a28.
Developer knktc released EnvMate, a Chrome extension that adds visual markers to differentiate development, testing, staging, and production environments to prevent misoperations. It also enables password saving and autofill on internal sites using self-signed HTTPS certificates, bypassing Chrome’s default security restriction. The extension is available on the Chrome Web Store and the source code is fully open-sourced on GitHub.
Microsoft CEO Satya Nadella made a public statement cautioning that an AI future in which only a few models dominate is inherently unstable. The remark was reported without additional context, such as the event or forum, and did not specify which models or companies were referenced. No policy proposals, product implications, or concrete examples were provided.
A user installed Feiniu OS on a NAS after hardware setup and found old Synology drives unrecognized, requiring data migration over the network. Docker image pulls failed, so Mihomo was installed via SSH to proxy downloads. MoviePilot was abandoned because it requires PT certification, and the arr suite (Prowlarr, Sonarr/Radarr) was adopted, but Bazarr did not work. Network tests showed full speed only on ISP's own test site, no IPv6, and BT/PT downloads slowed to tens of KB/s without Mihomo.
Claude360, a proxy service for Claude and GPT models targeting developers, launched a promotional campaign. New users can deposit ¥9.9 to receive ¥20 in credits. Top-up bonuses scale: ¥100 top-up adds ¥10, ¥200 adds ¥40, and ¥500 adds ¥150. Qualified teams (enterprises, studios, startups) can get ¥50 trial credit after verification. A lottery rewards users who post their ID in the comments, with ¥50 or ¥100 prizes every 50 and 100 floors. The platform supports Claude Opus 4.8, Sonnet, Haiku, GPT-5.5, and is compatible with AI coding tools like Cursor, Windsurf, Claude Code, and Cline.