Pieces

Headlines · 2

1. Nov 3
   How Zeta pairs monthly Passes with metered AI model usage

   Scatter Lab's Zeta uses a two-tier model: basic chat is free, while Zeta Pass provides benefits such as ad removal and 200 monthly Pieces for premium model generations and edits. On August 7, the per-reply price rose from four to five Pieces for Koji and from eight to ten for Luca, while web pricing introduced in Japan listed a monthly Pass at 1,320 yen versus 1,650 yen in-app. AppMagic estimated that Zeta's net monthly revenue after app-store cuts exceeded $10 million in August 2026, though that figure was not independently verified in the report.

   36氪 人工智能 · 🔥 0
2. Nov 2
   AI Coding Tools Reshape Software Developer Roles and Hiring

   A report from Times Weekly examines how AI coding tools are changing software development work. Interviewees say code-generation tools now handle routine coding and debugging, while coding agents can understand requirements, call tools, write code, run tests and fix errors across multiple steps. This may allow one engineer skilled in AI to complete work that previously required several people, weakening the boundaries among frontend, backend and testing roles. The report also cites one company where per-employee newly added code increased about 40% after adopting coding agents. However, end-to-end development cycles did not shorten proportionally, and code-review waiting times, rework and review burdens increased. The report also notes a shift in recruitment toward requirements decomposition, AI use, code review, architecture and business judgment.

   虎嗅 AI · 🔥 0

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CodeAF•3d Pinned

CodeAF: CodeAF is a coding harness built for open models, to get the most out of every dollar.

What problem it solves Managing multiple coding agents across separate terminals leaves users responsible for scheduling, checking, and merging their work. Teams also need a practical way to route tasks across models, automate recurring work, and operate the same development process in interactive or headless environments. Key features One workspace for every project — A single interface lists pro…

github.comhttps://github.com/Agent-Field/CodeAF

cuda-rust•3d Pinned

cuda-rust: NVIDIA's CUDA platform for Rust, providing host-side runtime crates and GPU kernel programming models in idiomatic Rust.

What problem it solves Rust developers need host-side access to the CUDA runtime and tools for expressing GPU kernels while preserving Rust's ownership and borrowing rules. The platform provides separate programming models for workloads that require direct thread-level control and workloads naturally expressed through tensor operations. Key features Shared CUDA runtime — Host-side crates provide d…

github.comhttps://github.com/NVIDIA/cuda-rust