Voir de ses propres yeux
@voir_yeux · Post #11560 · 01/31/2026, 11:41 AM
🇺🇸 Une manifestation contre les actions du service de l’immigration se déroule à Los Angeles #manifestation#immigration#actions
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Source channel @githubtrending · Post #14925 · Jul 7
#typescript#12_factor#12_factor_agents#agents#ai#context_window#framework#llms#memory#orchestration#prompt_engineering#rag The 12-Factor Agents are a set of proven principles to build reliable, scalable, and maintainable AI applications powered by large language models (LLMs). They help you combine the creativity of AI with the stability of traditional software by managing prompts, context, tool calls, error handling, and human collaboration effectively. Instead of relying solely on complex frameworks, you can apply these modular concepts to improve your existing products quickly and reach high-quality AI performance for real users. This approach makes AI software easier to develop, debug, and scale, ensuring it works well in production environments[1][3][5]. https://github.com/humanlayer/12-factor-agents
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科技&趣闻&杂记
@kejiqu · Post #3685 · 08/06/2025, 01:46 AM
新 AI 编程伙伴：Gemini CLI GitHub Actions 谷歌推出了 Gemini CLI GitHub Actions，这是一个免费的 AI 编程工具，用于 GitHub 代码库。 该工具可在代码库中执行安全扫描、测试，并提供补丁建议。 Gemini CLI GitHub Actions 旨在作为关键流程的自主代理，旨在提高开发效率。该工具不收取任何费用。The Keyword 🏷#Gemini#CLI#GitHub#Actions#AI#编程 📢频道👥群组📝投稿
GitHub Trends
@githubtrending · Post #15481 · 02/09/2026, 11:30 AM
#go#actions#cai#ci#claude_code#codex#copilot#gh_extension#github_actions GitHub Agentic Workflows let you write simple markdown instructions in natural language to automate repo tasks like triaging issues, fixing CI failures, generating reports, and improving code—running safely as GitHub Actions with AI like Copilot or Claude. Strong guardrails ensure read-only access by default, sandboxed execution, and human-reviewed outputs via pull requests. This saves you time on repetitive work, boosts efficiency with adaptive AI decisions, and keeps everything secure without complex YAML coding. https://github.com/github/gh-aw
GitHub Trends
@githubtrending · Post #15174 · 09/27/2025, 01:00 PM
#typescript#actions#authentication#gcp#github_actions#google_cloud#google_cloud_platform#iam#identity#security You can securely connect GitHub Actions to Google Cloud using the Google GitHub Action called `auth`. It supports two main ways: the recommended Workload Identity Federation (WIF), which uses short-lived tokens and avoids long-lived service account keys, and the older Service Account Key JSON method. WIF improves security by creating a trust link between your GitHub workflow and Google Cloud without exposing permanent credentials. To use it, you set up a Workload Identity Pool and Provider in Google Cloud, then configure your GitHub workflow to authenticate with these. This lets your workflows access Google Cloud resources safely and easily, reducing risks and simplifying credential management. https://github.com/google-github-actions/auth