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Zed equips AI programming with a "dashcam" feature, directly disabling GitHub Pull Requests.

1 hours ago

Beating AI Express News: AI agents are writing code faster than ever, but code review has emerged as a new bottleneck. In the past, a single Pull Request (PR) typically represented hours or even days of a developer’s work. Now, agents can modify dozens of files in one go, leaving reviewers with a massive code diff that offers little insight into the original requirements driving the changes or the iterations the agent went through. Zed’s newly launched open beta feature Delta aims to fill this gap. It integrates agent conversations, every code modification, and subsequent comments into a single history. When reviewing problematic code, users can trace back directly to see the original request and how the agent iteratively arrived at the current code. Code review no longer has to wait until development is complete: developers can open a separate thread at any time to have a human or another agent review the current code, and continue modifying in an independent copy. Zed has already tested Delta internally. The Delta repository has disabled GitHub Pull Requests, and 33 team members have merged 570 changes to the main branch via Delta. Git remains intact, with commit, push, and build workflows unaffected. Zed’s core goal with Delta is to revamp the code review layer: as more code is generated by agents, relying solely on the final diff is no longer sufficient. Delta currently supports macOS, Linux, Windows, and web versions, and is free during its open beta. Features like MCP and remote runtime environments are still in development.

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JPMorgan forecasts the European Central Bank will raise interest rates by another 25 basis points in March 2027.

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Zhipu ZCode responds to full repository upload incident: Repo Wiki enabled by default caused the issue, promises to open-source its client.

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Zhipu ZCode responds to full repository upload incident: Default-enabled Repo Wiki caused the problem, and the team promises to open-source its client.

Dongcha Beating AI News Flash: Zhipu responds to the ZCode repository data upload controversy, stating the issue originated from the Repo Wiki feature in its codebase index. When generating Wiki pages, Repo Wiki may upload repository data to the cloud; after page creation, the relevant data is immediately destroyed and not stored. The official noted that this feature was enabled by default during its initial launch, affecting some users, and the problem has now been fixed. ZCode’s official documentation now clearly specifies that Repo Wiki does not read .git, dependency directories, build artifacts, or caches, and only sends filtered code content as needed. Earlier, the community discovered via reverse engineering that ZCode would take project snapshots in the background, potentially even packaging and uploading .git, Git history, and LFS caches. ZCode also announced that it will open-source its code soon, and invited third-party evaluators to review the system’s operations, with review progress to be disclosed publicly later. As compensation, all users will receive an additional weekly quota reset, which will be distributed today.

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