Cloud Code
Cloud Code is a suite of IDE plugins and cloud-based programming tools released by Google, supporting development, debugging, and deployment of cloud-native applications within mainstream IDEs such as VS Code and JetBrains. It is deeply integrated with Google Cloud services, provides local development support for Kubernetes and Cloud Run applications, and includes built-in AI-assisted coding capabilities to help developers streamline the building and management of cloud applications.
Core Facts
Cloud Code is a command-line AI programming tool launched by Anthropic that allows developers to interact directly with the model in the terminal to complete code generation tasks.
Cloud Code (Claude Code) is an AI programming tool launched by Anthropic based on the Claude model.
AI编程工具实现无人值守的前提是安全边界更清晰，而非关闭所有保护机制
Timeline (last 90 days)
Cloud Plugin Eval is a new command in Cloud Code that runs a plugin against a set of test cases and scores it, then reruns the cases one by one without the plugin enabled, intuitively showing the difference with and without the plugin.
A UC Berkeley study ran seven frontier models on SWE-bench Lite across multiple harnesses such as Pi, Codex and Cloud Code, and found that on newer, smarter models the choice of harness had no significant effect on scores.
Anthropic's Tariq said they deleted most of Cloud Code's system prompt.
Products such as Cloud Code, Codex, OpenClaw, Hermos Agent and DeepSync's DSH appeared successively after February 2026, and the industry gradually formed a consensus around Harness Engineering.
REA itself is free, but the Cloud Code used with it requires a paid subscription.
Case one used the open-source screen capture tool ShareX as the target and built a screen recording editor from scratch in Cloud Code in about half an hour, featuring text-based video cutting, AI editing suggestions, blurring and mosaic masking, and adding lower-third caption bars.
This workflow can be abstracted into four steps: locate the target application → generate reverse-engineering analysis prompts → hand them to an automated build platform to produce a prototype → return to the local environment for fine-tuning.
The Cloud Code team announced that 90% of code in July was written automatically by Cloud, that the volume of code merged more than doubled from June to September, yet the proportion of code needing to be reverted instead fell by more than 40%, with the team replacing line-by-line human review with a multi-layer cross-checking network.
When using the DeepSeek API with CloudCode, Codex, or DeepSeek Harness, server-side search and crawl calls are free until October 31, 16:00 UTC.
In 2025, two disruptive products emerged: Manus and Cloud Code. Manus can automate complex projects from start to finish (such as scraping business data, filtering information, writing to Excel, and generating charts) with no human intervention throughout; Cloud Code is a minimalist dialog box where, after the user describes a feature or project, code writing, file generation, and project architecture are all done by AI.
18 more timeline events
All Facts (20)
Cloud Code is a command-line AI programming tool launched by Anthropic that allows developers to interact directly with the model in the terminal to complete code generation tasks.
80%VerifiedCloud Code (Claude Code) is an AI programming tool launched by Anthropic based on the Claude model.
65%VerifiedAI编程工具实现无人值守的前提是安全边界更清晰，而非关闭所有保护机制
65%UnverifiedCloud Code的权限配置设计体现了安全工程中的「最小权限原则」（Principle of Least Privilege），只授予完成任务所必需的最小权限集合
85%Unverified减少AI编程工具确认提示有四类做法：预先配置权限、用Git Worktree搭建隔离环境、设计非交互式任务、用独立容器跑高风险长任务
80%UnverifiedCloud Code的权限配置在.cloud-settings.json文件中，支持Allow列表和Deny列表两个核心列表
80%Unverified非交互式任务设计需要满足"黄金三角"：目标清楚、边界清楚、验收清楚，本质是提示工程在自动化场景中的工程化应用
75%UnverifiedWhen using the DeepSeek API with CloudCode, Codex, or DeepSeek Harness, server-side search and crawl calls are free until October 31, 16:00 UTC.
60%UnverifiedEvery time Cloud Code starts, it creates a brand-new clean session context and does not inherit previous conversation history.
60%UnverifiedAnthropic's Tariq said they deleted most of Cloud Code's system prompt.
50%UnverifiedA UC Berkeley study ran seven frontier models on SWE-bench Lite across multiple harnesses such as Pi, Codex and Cloud Code, and found that on newer, smarter models the choice of harness had no significant effect on scores.
50%UnverifiedProducts such as Cloud Code, Codex, OpenClaw, Hermos Agent and DeepSync's DSH appeared successively after February 2026, and the industry gradually formed a consensus around Harness Engineering.
50%UnverifiedREA itself is free, but the Cloud Code used with it requires a paid subscription.
50%UnverifiedThis workflow can be abstracted into four steps: locate the target application → generate reverse-engineering analysis prompts → hand them to an automated build platform to produce a prototype → return to the local environment for fine-tuning.
50%UnverifiedThe Cloud Code team announced that 90% of code in July was written automatically by Cloud, that the volume of code merged more than doubled from June to September, yet the proportion of code needing to be reverted instead fell by more than 40%, with the team replacing line-by-line human review with a multi-layer cross-checking network.
50%UnverifiedIn 2025, two disruptive products emerged: Manus and Cloud Code. Manus can automate complex projects from start to finish (such as scraping business data, filtering information, writing to Excel, and generating charts) with no human intervention throughout; Cloud Code is a minimalist dialog box where, after the user describes a feature or project, code writing, file generation, and project architecture are all done by AI.
50%UnverifiedThe Jieyue agent phone can connect to external agents such as Codex, Cloud Code, WorkBuddy, Doubao, and DeepSeek, and remotely control a computer.
50%UnverifiedWorkBuddy is smoother to access in China than Codex and Cloud Code, and it offers a large amount of free quota.
50%UnverifiedThe creator stated that the LMWiki project, from setting up the development environment to final completion, involved a total of 10 rounds of professional prompts to DeepSeek Harness, and the development process was exceptionally stable and highly efficient, with his personal assessment surpassing the development experience of Codex and Cloud Code.
50%UnverifiedAOCI-Code claims compatibility with Cloud Code, Codex, and Cursor because it is these clients, not AOCI-Code itself, that interface with the protocol.
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