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Source channel @githubtrending · Post #15558 · Mar 12

#python#agentic_ai#agents#memory Hindsight is a top agent memory system that helps AI agents learn over time by storing facts, experiences, and mental models like human memory, beating rivals on LongMemEval benchmarks with 91.4% accuracy. Add it easily with 2 lines of code via Python or Node.js clients, using simple retain, recall, and reflect operations for Docker or embedded setups. You benefit by building smarter, consistent agents that reduce errors, cut hallucinations, handle long-term tasks, and personalize chats—saving time and boosting performance in production. https://github.com/vectorize-io/hindsight

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@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

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@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