redchamber's recent timeline updates

redchamber's repos on GitHub

1 watchers

awesome-solo-ai

Curated AI tools, Claude skills, MCP servers & growth playbooks for solopreneurs, indie hackers and solo founders — the one-person-company AI stack you feed to Claude Code.

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agentfirst.directory

Agent-first tools for the new internet

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agents.md

AGENTS.md — a simple, open format for guiding coding agents

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ai-tools

My community-maintained, open-source directory of AI tools.

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AIProductHome

Collect various AI products | 搜集各种 AI 工具

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all_we_need

A curated, community-driven directory of high-quality developer tools, libraries, and resources for modern software engineering.

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anewtodolist

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artemshar-awesome-ai

An experiment with AI Zoo Showcase

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awesome-ade

🛠️ Awesome ADE — a curated list of open-source Agentic Development Environments: orchestrators, TUIs, tmux harnesses, sandboxes and the agents they run.

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awesome-agent-cortex

Curated map of AI agent frameworks, protocols, runtimes, skills, memory, identity, security, evaluation, and commerce.

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awesome-agent-evolution

A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai

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Awesome-Agent-Harness

Official repository for Agent Harness for Large Language Model Agents: A Survey — 168 references, 34 evidence-coded systems, and 30 harness benchmarks.

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awesome-agent-loops

Loops, not prompts. A curated list of loop engineering patterns, tools and templates for AI coding agents.

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awesome-agent-orchestrators

List of agent orchestrators

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awesome-agentic-ai-zh

A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。

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awesome-agentic-coding

A practical roadmap for engineers adopting advanced agentic coding workflows and dev tools.

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awesome-agentic-devops

Curated + scored map of official MCP servers and agents for DevOps, Cloud, SRE, and Platform Engineering — every entry rated on production access, approval gates, and audit evidence.

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awesome-agentic-engineering

Opinionated guide to AI coding agents, workflows, MCP, verification, and safe execution.

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awesome-agentic-workflows

Curated list of AI agents that run inside GitHub: Agentic Workflows (gh-aw), agent Actions and issue-to-PR pipelines.

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awesome-agentos

A curated list of awesome open source projects for creating agentic operating systems, AI agents, and tools for the future of autonomous computing.

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awesome-agents

A curated list of AI agent platforms, frameworks, protocols, tools, and resources

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awesome-agents-team

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Awesome-AGI

A curated list of awesome AGI frameworks, software and resources

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Awesome-AGI-Agents

🤖 Awesome list of AGI Agents. Agents 精选资源合集.

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awesome-ai

Comprehensive collection of AI/ML tools, frameworks, libraries, and resources. Automatically curated and continuously updated with rich metadata and categorization.

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Awesome-AI-1

收集分享 AI 大型语言模型 (LLM)、AI 辅助编程、AI 绘画等领域的常用资料，探索生成式人工智能的应用与开发。

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awesome-ai-agent

AI Agent 资源汇总，不限于基础概念、Harness 实践、RAG、测评基准、感知记忆、开源项目推荐、核心论文、开源项目等

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awesome-ai-agent-platforms

A curated list of open-source AI agent platforms: AI coworkers and teammates, agent builders and frameworks, workflow automation platforms, browser agents, and coding agents, with licenses.

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awesome-ai-agent-stack

Curated map of 3,000+ open-source AI agent tools: coding agents, agent frameworks, MCP servers, RAG, memory and local LLMs, sorted by layer and ranked by GitHub stars.

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awesome-ai-agent-tools

AI agent tools for coding assistants: skills, MCP servers, agent loops, subagents, hooks, plugins, and CLI tools. Machine-readable catalogs. Works with Claude Code, Cursor, Codex, Gemini CLI, and 30+ agents.

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Awesome-AI-Agents

A collection of autonomous agents 🤖️ powered by LLM.

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awesome-ai-agents-1

A curated list of frameworks, tools, and resources for building and deploying AI agents.

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awesome-ai-agents-2

A curated list of AI agent frameworks, tools, platforms, research papers, and resources

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awesome-ai-agents-3

Curated list of AI agent frameworks, coding and automation agents, MCP servers, and evaluation tools.

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awesome-ai-agents-zh

中文 AI Agents、MCP 和 AI 开发工具导航

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Awesome-AI-Code-Editor

Opensource AI powered Code Editors list 🌟 Star if you like it!🌟

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awesome-ai-code-review

Awesome list of AI Code Review agents, copilots, and research papers.

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awesome-ai-code-review-1

AI code review bots, review agents, security reviewers and the tooling that puts them in a pull request.

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awesome-ai-coding

Curated AI coding tools, plugins, and skills to accelerate software development.

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awesome-ai-coding-1

List of AI-powered code editor and IDE's sorted by minimal price

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awesome-ai-coding-agents

A curated list of AI coding agents: terminal agents, editor agents, background agents, code review agents, harnesses and benchmarks.

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awesome-ai-coding-tools

A curated list of AI-powered coding tools

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awesome-ai-coding-tools-1

A curated list of AI-powered coding tools — editors, agents, code review, testing, CLI tools, and more.

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Awesome-AI-Coding-Tools-2

September 1st 2025 Snapshot

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awesome-ai-dev-tools

A curated list of powerful and innovative AI-powered development tools, including code editors, plugins, and productivity enhancers.

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awesome-ai-devtools

Curated list of AI-powered developer tools.

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awesome-ai-devtools-1

The open-source map of the AI developer tooling ecosystem

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awesome-AI-driven-development

Awesome list of AI-Driven Development.

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awesome-ai-employees

Curated list of companies selling AI employees, digital workers, role-based agents, and AI teammates.

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awesome-ai-engineering

🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.

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awesome-ai-harness

The model is the engine; the harness is the car. Curated knowledge on harness engineering — context management, tool design, agent loops, memory, sandboxing, evals. EN/中文

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awesome-ai-tools

A curated, categorized reference of AI-powered coding tools. Covers full IDEs, editor extensions, terminal agents, autonomous agents, browser-based builders, and code review platforms.

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awesome-ai-tools-1

Curated collection of 100+ AI tools designed to enhance productivity and creativity, featuring live demos and APIs for developers

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awesome-ai-tools-2

A curated list of 7766 awesome AI tools

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awesome-ai-tools-3

A curated, ever-growing collection of AI tools for productivity, creativity, and innovation. Browse by category, discover what fits your workflow, and contribute your own finds via pull request. Explore more at Toolkitly.com.

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Awesome-AITools

Collection of AI-related utilities. Welcome to submit pull requests /收藏AI相关的实用工具，欢迎提交pull requests

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awesome-autonomus-ai-agents

Awesome list of AI agents (2026 Edition) — Curating 380+ frontier frameworks, coding agents, MCP protocols, computer use, and commerce rails — featuring LangChain, CrewAI, AutoGPT, Claude Code, Cursor, Devin, and more.

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awesome-chatgpt-claude-agents

A curated collection of awesome ChatGPT & Claude agents, subagents, and AI-powered development tools

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awesome-chatgpt-zh

ChatGPT 中文指南🔥，ChatGPT 中文调教指南，指令指南，应用开发指南，精选资源清单，更好的使用 chatGPT 让你的生产力 up up up! 🚀

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awesome-cli-apps-in-a-csv

The largest Awesome Curated list of command line programs (CLI/TUI) with source data organized into CSV files

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awesome-cli-coding-agents

Curated directory of terminal-native AI coding agents and the harnesses that orchestrate them. Covers open-source tools (Pi, OpenCode, Aider, Goose), platform agents (Claude Code, Codex, Gemini CLI), parallel runners, autonomous loops, and agent infrastructure.

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awesome-code-review

An "Awesome" list of code review resources - articles, papers, tools, etc

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awesome-code-review-tools

A curated list of the best code review tools, platforms, and automation for modern development teams.

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awesome-cs-tools

awesome computer science tools (AI, Web...)

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awesome-devops

A curated list of awesome DevOps platforms, tools, practices and resources

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awesome-devops-ai

A curated list of 474 AI tools, agents, MCP servers, and resources for DevOps, SRE, and Platform Engineering — updated July 2026

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awesome-devtools

🤖 A curated list of in-browser bookmarklets, tools, and resources for modern full-stack software engineers.

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awesome-free-ai-coding

📡 Legal free LLM APIs & coding agents — self-updating, probe-verified twice a week. Free tiers, no-card trials, free models.

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awesome-generative-ai

A curated list of modern Generative Artificial Intelligence projects and services

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awesome-harness-engineering

Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.

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awesome-harness-engineering-1

🛠️ Awesome tools & guides for harness engineering.

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Awesome-LLMOps

An awesome & curated list of best LLMOps tools for developers

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Awesome-LLMOps-1

🎉 An awesome & curated list of best LLMOps tools.

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awesome-multi-agent-orchestrators

Awesome-style curated list and directory for multi-agent orchestration.

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awesome-open-ai-developer-tools

A curated guide & directory for open-source AI devtools, local LLMs, autonomous agents, and SaaS alternatives. Built for modern AI developers.

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awesome-opensource-ai

Curated list of the best truly open-source AI projects, models, tools, and infrastructure. Daily updated.

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awesome-pi-agent

A curated slice of the π ecosystem — extensions, skills, frontends, forks, and everything orbiting the pi coding agent

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awesome-pi-coding-agent

An auto-discovered, LLM curated directory of resources for the Pi Coding Agent ecosystem. Updated daily.

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awesome-platform-engineering

Curated list of tools and resources for Platform Engineering

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awesome-release-management

Curated list of awesome Release Management resources

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awesome-saas-directory

A curated directory of open-source SaaS alternatives and self-hosted software. Discover tools for AI, analytics, CRM, automation, and collaboration—organized by category.

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awesome-self-hosted-agents

AI agents and services for agents that run on your own box: a Linux server, a Raspberry Pi or a Mac mini.

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awesome-software-factories

A curated list of software factories, agent factories, and dark factories: systems that run AI coding agents autonomously, in parallel, and in loops.

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awesome-sre-tools

A curated list of Site Reliability and Production Engineering Tools

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awesome-uvx

A collection of Python tools available for use with uv tools

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awesome-vibe-coding

🚀 The complete guide to vibe coding — build software with AI through natural language prompts. Tools, frameworks, best practices, and resources curated by Taskade.

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awesome-vibe-coding-1

🚀 AI-powered coding assistants and tools for modern developers. Cursor, Copilot, Claude, Windsurf, v0, and 100+ more!

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Awesome-Vibe-Coding-2

A Curated List of Vibe Coding Open-Source Projects, Tools, and Learning Resources

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awesome-vibe-coding-3

A curated list of vibe coding references, collaborating with AI to write code.

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Awesome-Vibe-Coding-CLI

Awesome Vibe Coding CLI

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awesome-vibe-coding-resources

A curated list of awesome resources for vibe coding

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awesome-vibe-coding-tools

A curated list of vibe coding plugins, IDEs, and development tools that enhance programming productivity through artificial intelligence.

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awesome-vibe-coding-tools-1

A Collection of Awesome Vibe Coding Tools

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awesome-vibecoding

A curated list of resources, tutorials, best practices, and examples for Vibe Coding, the emerging paradigm of intuitive, AI-driven software development. Explore how vibe-driven collaboration between humans and AI is reshaping the future of programming.

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best-ai-tools-for-developers

A curated, community-maintained directory of AI tools for developers — code completion, agentic editors, code review, and more.

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best-of-Agent-Harnesses

🏆 Ranked list of 167 AI agent harnesses, plus templates, playbooks, MCP, and learning resources. Rescored weekly.

JavaScript · 0 watchers

bitstarter-leaderboard

A more sophisticated Bitcoin-powered crowdfunder.

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ChatGPT

Reverse engineered ChatGPT API

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claude-reflect

A self-learning system for Claude Code that captures corrections, positive feedback, and preferences — then syncs them to CLAUDE.md and AGENTS.md.

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cloudflare-docs

Cloudflare’s documentation

redchamber

🏢 Muyan Tech / CEO

V2EX member #6306, joined on 2011-03-10 22:33:01 +08:00

xqliu

getaially.com

xqliu

getaially.com 正在开发中的 AI 员工 SaaS 工具
lcdp.ai 超好用低代码平台

redchamber 提问技术话题好玩工作信息交易信息城市相关

用 DeepSeek 跑无人值守的编程 agent，记了 20 个合并 PR 的账：中位数 $0.125 一个

分享创造 • redchamber • 21 days ago • Lastly replied by redchamber

给 GitHub Issue 打个标签， AI 写代码、过评审、合并发版：自托管的 Orbi

分享创造 • redchamber • Sep 24 • Lastly replied by redchamber

我的 AI 交易机器人： 100% 测试覆盖率差点把它搞死了

分享创造 • redchamber • Feb 24 • Lastly replied by redchamber

给 AI $100 炒币第 10 天：被骂了一顿后重建了 5 个版本的交易系统

分享创造 • redchamber • Feb 12 • Lastly replied by redchamber

做了个网站记录 AI 炒币实验

分享创造 • redchamber • Feb 12 • Lastly replied by redchamber

这个能算确认需求吗？

程序员 • redchamber • Sep 26, 2024 • Lastly replied by redchamber

在做个 AI 员工的系统，想真正实现 AI 自举从头到尾自己干活加优化自己绩效

程序员 • redchamber • Sep 11, 2024 • Lastly replied by redchamber

小团队的 AI 革命：我们为什么要开发 AI 员工？

推广 • redchamber • Aug 31, 2024 • Lastly replied by redchamber

创建了一个讨论低代码平台的社区，你觉得有前途吗？

程序员 • redchamber • Apr 19, 2024 • Lastly replied by redchamber

如果有想要体验 GPT4 又没法订阅 ChatGPT 的小伙伴

推广 • redchamber • Mar 16, 2024 • Lastly replied by redchamber

» More topics by redchamber

redchamber's recent replies

21 days ago

Replied to a topic by redchamber › 分享创造 › 用 DeepSeek 跑无人值守的编程 agent，记了 20 个合并 PR 的账：中位数 $0.125 一个

有人问怎么接，贴一下我们用的 provider 配置，key 走环境变量：
```
{
"providers": {
"deepseek": {
"baseUrl": "https://api.deepseek.com/v1",
"api": "openai-completions",
"apiKey": "$DEEPSEEK_API_KEY",
"models": [
{"id": "deepseek-flash", "name": "DeepSeek Flash", "contextWindow": 1000000, "maxTokens": 16384}
]
}
}
}
```
contextWindow 一定要填满 1000000 ，填小了就是上面说的反复压缩。文件在仓库 templates/pi-providers/deepseek.json ，自托管免费。

Sep 24

Replied to a topic by redchamber › 分享创造 › 给 GitHub Issue 打个标签， AI 写代码、过评审、合并发版：自托管的 Orbi

贴一次被评审打回两轮的真实交付，过程都在 PR 里。

票： https://github.com/orbi-build/orbi/issues/1018
Orbi 自己的发版流程里，本地打 tag 和 GitHub Release 发布之间有三个失败窗口。

第 1 轮评审打回：Orbi 的修法是发布失败就回滚文档提交。可那时 tag 已经推上去了，结果会出现「有 tag 、没文档页」，正好是之前修掉的那个 bug 。

第 2 轮评审打回：逻辑改对了，文档页先以非 latest 落地，发布成功后才把 latest 标记挪过去。但新加的分支没测全，CI 的 diff 覆盖率门禁没过。

补完测试后评审通过，Orbi 自己合并。PR 一共 9 个 commit ，从开 PR 到合并 3 个小时：
https://github.com/orbi-build/orbi/pull/1023

合并后半小时随 v0.5.17 发出：
https://github.com/orbi-build/orbi/releases/tag/v0.5.17

中间我在 PR 上留了两条评论，确认评审说得对、讨论怎么改，代码一行没碰。

Feb 24

Replied to a topic by redchamber › 分享创造 › 我的 AI 交易机器人： 100% 测试覆盖率差点把它搞死了

@Gilfoyle26 其实是刚开始 2 3 天, AI 有点标题党...不知道跟谁学的

Feb 20

Replied to a topic by redchamber › 分享创造 › 我的 AI 交易机器人： 100% 测试覆盖率差点把它搞死了

@YsHaNg 不过我也遇到过几回提示错误, 需要手动 /reset 的

Feb 19

Replied to a topic by redchamber › 分享创造 › 我的 AI 交易机器人： 100% 测试覆盖率差点把它搞死了

@qfdk 你没有从小资金开始逐步测试吗? 我是从 100 刀开始测试的, 所以爆了就爆了

Feb 19

Replied to a topic by redchamber › 分享创造 › 我的 AI 交易机器人： 100% 测试覆盖率差点把它搞死了

@maximdx 是的, 发了这个 meme...