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Show HN: Git workflow as an AI-agent skill
让AI代理直接接管Git工作流：一个命令创建issue、实现需求，还能自动生成提交信息。
Article URL: https://github.com/musoyangrigor/gitx-skill Comments URL: https://news.ycombinator.com/item?id=49401487 Points: 1 # Comments: 0
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Github Project Workflow: Local Folder - Github
从本地文件夹到GitHub的完整操作流程，手把手教你用Git管理项目，适合刚入门的开发者快速上手。
Introduction The world, as we know it, is changing and data is at the center of it all. As a beginner at LuxdevHq , I will cover Git and Github , how …
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Adapting Fossil-scm as a platform for AI agentic workflow
2007 年的版本控制工具 Fossil，竟能承担 AI agent 工作流平台角色，无需独立配置，用版本化设置管理模型选择。
Article URL: https://github.com/BenSiv/fossil-scm Comments URL: https://news.ycombinator.com/item?id=49405227 Points: 1 # Comments: 0
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# Understanding The Git Workflow
用命令视角拆解Git工作流，帮你理清每一步操作背后的逻辑。
My Understanding Of Git Git is a place where one is able to create projects using commands and they can be tried, tested and if something is not right…
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ai agents vs automations: When to build an autonomous agent and when a simple workflow suffices
别再盲目堆Agent了！这篇指南教你判断何时用自主智能体，何时该用简单自动化，附n8n实践示例，实用性强。
What's the difference? An AI agent is a loop-driven system that can decide which tool to call next, keep state across interactions, and adapt its beha…
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Ask HN: How to Claude Like Anthropic
看Anthropic如何用多智能体协作管理十多个项目，揭秘Claude高效工作流
I just received an email from Anthropic. Besides the usual new feature ad, there is a piece that I find quite amusing: > How to Claude like Anthropic …
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If-Else or Boundaries?
用可视化节点编排消息自动化，以边界替代复杂if-else，支持AI代理与人工控制，落地OWASP防过度代理
Series: From Visual Flows to AI-Orchestrated Automation · Part 03 A chatbot rarely becomes difficult because of its first if statement. The problem st…
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My static Nuxt blog publishes itself: drafts, scheduled "drip", and auto-rebuilds
静态博客也能自动发布：预约排期、草稿管理、构建自动化，一招告别手动上线，实用到飞起。
I run my freelance site as a fully static (SSG) Nuxt site. It's fast, cheap to host, and boring in the good way. But static sites are genuinely bad at…
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How NVIDIA scales expertise with ChatGPT Work
英伟达用ChatGPT Work减负提效，打通实时信号，把成功经验复制到全球团队。
NVIDIA teams use ChatGPT Work to reduce manual tasks, connect fast-moving signals, and scale successful workflows globally.
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Token Optimization and Context Window Management in Multi-Agent AI Workflows
多智能体成本与延迟双降的实战框架，生产级仪表板赋能上下文优化，值得实践者深读。
arXiv:2608.17188v1 Announce Type: cross Abstract: Multi-agent AI workflows are limited not only by model quality but by token cost, latency, and conte…
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Claude API vs OpenAI API: A Developer's Comparison 2026
开发者视角实测Claude API与OpenAI API，从生态、模型行为到工作流差异一网打尽。
This is a developer-focused Claude API vs OpenAI API comparison of the two most widely used large language model APIs: Anthropic's Claude API and Open…
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PandasCorpus: A Resource of Real-World Pandas Workflows and Usage Patterns
超大规模真实世界 Pandas 语料库，4M+ API 调用揭示开发者实战习惯，数据科学工具链优化必读。
arXiv:2608.14742v1 Announce Type: cross Abstract: Pandas has emerged as the de facto library for data processing and machine learning, widely used for…
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Ask HN: How are teams sharing AI/agent setups internally?
团队共享AI/Agent配置还在靠Git推送？HN热议如何解决非技术人员上手和同步痛点，值得一看。
We have a local setup with shared context, skills, workflows, mcps and connections to internal tools. We currently just used Github as SOT and sharing…
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Model-Generated GitHub Actions Need a Permission Gate
AI自动生成GitHub Actions虽便利，但需权限门防止密钥泄露，开发者必看的安全实践。
A model can write a valid GitHub Actions workflow that still leaks a secret. Lint the syntax, then gate the permissions. The failure mode Most checks …
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Controller AI
让AI代理严格遵循你的业务流程，真正实现可控、确定性的自动化执行。
Build deterministic agents that actually follow your process Discussion | Link
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Ask HN: How do you keep track of all your codex/Claude sessions?
AI开发时代的新难题：Codex/Claude会话太多记不住？围观HN开发者如何管理AI工作流
I create so many assets, for both dev and GTM, have many that remain unfinished... How do you keep track of it all? Comments URL: https://news.ycombin…
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Blender Agent Bridge
开源MCP桥接神器，让AI直接操控Blender建模，创意工作流一键起飞。
Open-source MCP bridge for Blender AI workflows Discussion | Link
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How to bring your software delivery workflow into GitHub with agent apps
把软件交付全流程塞进GitHub，Agent应用让自动化一步到位
See how four GitHub Agent Apps can help you scope, secure, roll out, and ship a feature across the SDLC–all without leaving GitHub. The post How to br…
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[Claude Code in Practice] Rethinking Terminal Workflows: From zsh Autocomplete to Search and Diff Toolchains
实战解析如何用Claude Code优化终端工作流，涵盖zsh自动补全、搜索与diff工具链，提升日常开发效率。
Pain Point: Starting Over with Every Command When using Claude Code for tasks, there have always been two minor frictions that I hadn't seriously addr…