GitHub Copilot 如何在不牺牲任务质量的前提下降低 AI 编码成本

通过 GitHub Copilot CLI 将自主工作流程带到你的终端 >：https://github.com/features/copilot/cli

@erik-krogh：https://github.com/erik-krogh

Erik Krogh Kristensen 是 GitHub 的高级软件工程师，专注于人工智能、编码和安全的交叉领域。在 GitHub 的过去几年里，他参与了多种 AI 产品的开发，如 Copilot 自动修复、Copilot 代码审查，以及最近的 Copilot CLI。他是提高 AI 编码产品效率和性能的可信来源。

@Napalys：https://github.com/napalys

Napalys Klicius 是 GitHub 的软件工程师，专注于构建自主系统。他的职业生涯涵盖从模型检查到低级 C++ 无人机系统和静态分析，最近则专注于教导代理如何在检查代码时不迷路。

探索 GitHub Copilot 自主系统在多个基准测试中提供强大结果和领先的令牌效率，同时保持在 20 多种模型之间选择的灵活性。

在 VS Code 或 CLI 启动工作，从手机完成工作。GitHub Copilot 会话的远程控制现已在 github.com 和 GitHub Mobile 上普遍可用。

管理库更新有时可能很繁琐。了解 GitHub Copilot 应用如何处理这类重复任务。

这些是我们在评估用于现实世界秘密扫描的 LLM 时学到的经验教训。

我们为 GitHub 无障碍扫描器构建了一个插件，以确保你的替代文本真正可访问。以下是其工作原理。

掌握 GitHub 所需的一切，尽在一个地方。

在 GitHub 上构建下一步，无论你身处何地、是谁，都可以构建任何东西。

认识使用 GitHub 构建产品的公司和工程团队。

加入我们，10 月 28-29 日在旧金山或在线参加 GitHub Universe，这是我们的旗舰开发者活动，汇聚人类、代理和世界的代码。

Bring agentic workflows to your terminal with GitHub Copilot CLI >：https://github.com/features/copilot/cli

@erik-krogh：https://github.com/erik-krogh

Erik Krogh Kristensen is a Staff Software Engineer at GitHub building at the intersection of AI, coding, and security. In the last few years at GitHub he's worked on an assortment of AI products such as Copilot Autofix, Copilot Code Review, and most recently Copilot CLI. He's a trusted source of how to make AI coding products better and more efficient.

@Napalys：https://github.com/napalys

Napalys Klicius is a Software Engineer at GitHub building agentic systems. His career has taken him from model checking to low-level C++ drone systems and static analysis, and more recently to teaching agents how to inspect code without getting lost.

Explore how the GitHub Copilot agentic harness delivers strong results across multiple benchmarks and leading token efficiency, while maintaining flexibility to choose among more than 20 models.

Kick off work in VS Code or the CLI, finish it from your phone. Remote control for GitHub Copilot sessions is now generally available on github.com and GitHub Mobile.

Managing library updates can be tedious at times. Learn how the GitHub Copilot app can handle this type of repetitive task.

These are the lessons we learned evaluating LLMs for real-world secret scanning.

We built a plugin for the GitHub Accessibility Scanner to make sure your alt text is actually accessible. Here’s how it works.

Everything you need to master GitHub, all in one place.

Build what’s next on GitHub, the place for anyone from anywhere to build anything.

Meet the companies and engineering teams that build with GitHub.

Join us October 28-29 in San Francisco or online for GitHub Universe, our flagship developer event uniting people, agents, and the world’s code.