Claude Code修复后台子Agent「偷吃额度」：状态更新成本降低99%
Anthropic修复了Claude Code后台子Agent重复读取完整对话导致的额度浪费问题。该优化已向多数相关用户开放，需更新至v2.1.316或更高版本。
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Anthropic修复了Claude Code后台子Agent重复读取完整对话导致的额度浪费问题。该优化已向多数相关用户开放，需更新至v2.1.316或更高版本。
Meta已确认收购AI编程初创公司Conductor。交易金额等具体条款尚未披露。
Cognition发布编程模型SWE-2 Flash，称其速度和成本较上一代显著改善，部分测试领先但Terminal-Bench表现下降。模型已上线 Devin Desktop 和 CLI。
动察 Beating AI 报道称，OpenAI宣布收购开发工具初创公司Pierre Computer，并计划将其商业代码托管服务逐步接入Codex。Pierre现有开源项目据称将继续开源。
一则Telegram转发报道称，Revolut自部署GLM 5.3后，将其设为约2000名工程师的默认AI编程模型，并称相关成本较此前方案降约90%。
According to the report, Andrej Karpathy used Claude Code to complete the HackerTube video recommendation website in approximately 2 hours; it is now live and offers data downloads.
Open-source developer Huang Fengda announces departure from Alibaba Qoder team. His departure occurred during a period when Qoder was continuously adjusting its product lines.
AI Programming company Cognition announced its acquisition of security startup Corridor; the transaction amount was not disclosed. The parties plan to combine risk interception during code generation with Devin Security's scanning and remediation capabilities.
Google announced AI programming tool Jules will be shut down on December 31 and switch to read-only mode after November 11; its experience in asynchronous background execution for development will shift to Antigravity。
Amp launches Beta macOS Satellites, a feature that enables AI Agent running in the Linux cloud to call on cloud Macs as needed to compile, run, and test iOS and macOS apps.
GitHub introduced the multi-model orchestration system Copilot Fusion at the Universe 2026 conference. Artificial Analysis testing shows that its coding score is close to Claude Code, with average API lower costs. 51%。
Citing people familiar with the matter, Beating reported that AI coding company Cognition has received a new round of financing offers, with a valuation that may reach 70000000000 to 80000000000 USD; the company is considering raising funds again before year-end, but has not yet finalized a decision.