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docs: add research domains and resource registry

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- add local external resources registry
- add research domain contract and per-repository research domains
- add raw fact snapshot governance and validation scripts

Validation:
- make test
- git diff --check HEAD~1..HEAD

Note:
- welcome workflow failed because its action input names are stale; core content CI passed.
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docs/research/aider-ai-aider/AGENTS.md
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# Aider-AI/aider 研究域 Agent 指南
本目录维护 `Aider-AI/aider` 的独立研究域。
## 目录职责
```text
aider-ai-aider/
├── README.md # 研究域入口和判断层
├── AGENTS.md # 本目录维护规则
├── domain.yml # 事实摘要层：仓库元数据、研究角色、来源证据
├── analysis.md # L1 结构化研究结论、可借鉴点、风险和下一轮任务
├── deep-dive.md # L2 源码/结构深度研究、关键机制和可迁移模式
└── raw/ # 原始事实层：拉取到本地的一手材料快照
```
## 维护规则
- 本目录只研究 `Aider-AI/aider`，不要混入其他仓库的横向比较正文。
- 动态事实必须写入 `domain.yml.github_observed`，并更新 `observed_at`。
- `raw/` 保存原始事实层，必须通过 `python3 scripts/fetch-research-raw.py` 刷新。
- 不手工改写 `raw/*.raw.*` 文件；稳定事实摘要再同步到 `domain.yml`。
- README 只写判断、定位、使用方式和后续观察点，不堆外部 README 全文。
- `analysis.md` 写 L1 结构化理解；`deep-dive.md` 写 L2 源码证据、关键机制和可迁移模式。
- 如果需要横向比较，在 `docs/research/README.md` 或新的对比文档中处理，不把本目录重新变成聚合域。
- 修改后运行 `make sync-doc-toc` 和 `make test`。
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# Aider-AI/aider 研究域
## 字多不看
- 本目录研究 `Aider-AI/aider` 这个外部仓库。
- 当前优先级：P1；研究角色：终端 AI 结对编程工具。
- GitHub 动态事实放在 `domain.yml`，观测日期为 2026-07-03。
## 快速导航
| 文档 | 定位 |
|:---|:---|
| [domain.yml](domain.yml) | 仓库事实快照、研究方向、优先级和来源证据。 |
| [analysis.md](analysis.md) | 本研究域的结构化研究结果、可借鉴点、风险和下一轮任务。 |
| [deep-dive.md](deep-dive.md) | L2 源码/结构深度研究、关键机制和可迁移模式。 |
| [AGENTS.md](AGENTS.md) | 本研究域维护规则。 |
<details>
<summary><strong>完整细粒度目录（点击展开/收起）</strong></summary>
### 细粒度目录
- [domain.yml](domain.yml) - 仓库事实快照、研究方向、优先级和来源证据。
- [analysis.md](analysis.md) - 本研究域的结构化研究结果、可借鉴点、风险和下一轮任务。
- [deep-dive.md](deep-dive.md) - L2 源码/结构深度研究、关键机制和可迁移模式。
- [AGENTS.md](AGENTS.md) - 本研究域维护规则。
</details>
## 使用方式
- 先读本 README 的判断，再读 `analysis.md` 和 `deep-dive.md` 的研究结论，最后读 `domain.yml`。
- 需要引用 stars、forks、release、归档状态时，先重新核验 GitHub。
- 如果形成稳定方法论，再迁入 concepts、references、workflow 或 skills。
## 正文
### 研究定位
`Aider-AI/aider` 的当前研究定位是：终端 AI 结对编程工具。
### 当前判断
适合研究 Git 友好、模型无关、终端工作流和真实 repo 修改。
### 观察字段
- GitHub URL：https://github.com/Aider-AI/aider
- 当前研究方向：`coding-agent-tooling`
- 当前优先级：P1
- 当前归档状态：`false`
- 主要语言：`Python`
### 后续观察
- 是否有稳定文档结构、命令入口和可复用工作流。
- 是否能反哺本仓库的 concepts、references、workflow 或 skills。
- 是否存在许可证、归档状态、维护活跃度或生态迁移风险。
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# Aider-AI/aider 研究分析
## 本轮结论
- Aider 是成熟的终端 AI 结对编程工具，核心价值在 Git 友好、本地仓库理解、多模型适配和测试/提交闭环。
- 它不是 IDE 产品，而是 terminal-first 的 repo editing loop；这让它特别适合研究“AI 如何安全修改真实仓库”。
- 本仓应重点吸收它的 Git 工作流、repo map、lint/test 反馈循环和命令行交互边界。
## 本地证据
- 研究对象：`Aider-AI/aider`
- 当前研究角色：终端 AI 结对编程工具
- 本轮成熟度：L1 初步理解
- 原始仓库：`raw/repository/`
- 原始来源清单：`raw/sources.yml`
- 事实摘要：`domain.yml`
## 结构观察
- 根目录包含 `aider/`、`benchmark/`、`tests/`、`scripts/`、`requirements/` 和 `pyproject.toml`。
- `aider/` 是主实现目录，`tests/` 和 `benchmark/` 说明它不仅是演示工具，而是有持续验证和性能/能力评估意识。
- README 强调 cloud/local LLM、codebase map、Git integration、linting/testing、copy/paste to web chat 等能力。
## 可借鉴点
- 把 Git 状态作为 AI 修改的核心护栏：每轮修改都能被 diff、commit、回滚和审查。
- 把测试和 lint 作为对话内反馈，而不是任务结束后的附属动作。
- 终端工具可以避免复杂 UI，但必须把 repo context、命令回显和失败恢复做扎实。
## 风险和边界
- 终端优先意味着非程序员上手门槛高于 IDE 插件。
- 多模型和多语言支持会带来配置面复杂度。
- 其很多文档在官网侧，研究时要同步看本地源码和外部文档。
## 下一轮研究任务
- 重点阅读 `aider/` 的 repo map、Git 操作和 test/lint 调用路径。
- 把 Aider 的 terminal loop 抽象为本仓 `workflow/` 可复用闭环。
## 沉淀判断
- 本轮只完成 L1 理解，不直接迁入 concepts、references、workflow 或 skills。
- 只有经过 L2 源码阅读、实验验证或交叉对照后的结论，才进入稳定层。
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# Aider-AI/aider 深度研究
## 研究级别
- 当前级别：L2 源码/结构深度研究。
- 研究对象：`Aider-AI/aider`。
- 证据来源：本目录 `raw/` 下的 GitHub 元数据、README 快照和本地仓库工作树。
- 观察日期：2026-07-03。
## L2 结论
`Aider-AI/aider` 的核心不是“聊天式写代码”，而是终端里的 Git 驱动编辑循环。它把仓库状态、
代码上下文、编辑格式、命令执行、lint/test、模型配置和用户交互拆成独立模块，让 agent 的每次
修改都尽量落在可 diff、可回滚、可验证的 Git 工作流中。
对本仓最重要的启发是：AI 编码工具的质量边界，主要由编辑协议、仓库上下文选择、验证门禁和
Git 状态管理决定，而不是由提示词长短决定。
## 源码证据
- `raw/repository/aider/main.py`：CLI 主入口，负责把参数、模型、仓库和交互流程组装起来。
- `raw/repository/aider/args.py`：参数层，说明用户可控配置是产品接口的一部分。
- `raw/repository/aider/repo.py`：Git 仓库状态层，承载 diff、commit、dirty state 等行为。
- `raw/repository/aider/repomap.py`：仓库地图层，负责从代码库中压缩可用上下文。
- `raw/repository/aider/commands.py`：命令系统，承载终端内的人机交互入口。
- `raw/repository/aider/run_cmd.py`：本地命令执行层，连接 AI 建议和真实环境。
- `raw/repository/aider/linter.py`：lint 反馈层，把工具结果变成修复循环的一部分。
- `raw/repository/aider/models.py`：模型配置层，说明多模型支持需要独立治理。
- `raw/repository/aider/sendchat.py`：模型调用层，连接上下文、消息和模型响应。
- `raw/repository/aider/coders/base_coder.py`：coder 抽象基类，定义编辑策略共同边界。
- `raw/repository/aider/coders/architect_coder.py`：架构/规划型 coder。
- `raw/repository/aider/coders/editblock_coder.py`：基于 edit block 的局部编辑策略。
- `raw/repository/aider/coders/udiff_coder.py`：基于 unified diff 的编辑策略。
- `raw/repository/aider/coders/patch_coder.py`：基于 patch 的编辑策略。
- `raw/repository/tests/`：测试层，覆盖命令、仓库、lint、repo map 和核心工作流。
## 关键机制
### Git 是工作流中心
Aider 把 Git 状态放在核心位置。它不是让 AI 随意改文件，而是围绕当前仓库、diff、commit、
脏工作树和可回滚状态组织工作。这一点适合所有 coding agent：写代码只是动作，Git 才是
工程协作的事实边界。
### 编辑格式是产品接口
`coders/` 中存在多种 coder：whole file、edit block、unified diff、patch、architect 等。
这说明“AI 如何表达修改”不是实现细节，而是影响可靠性、可审查性和失败模式的产品接口。
### repo map 是上下文压缩层
`repomap.py` 体现了一个关键设计：大仓库不能简单把所有文件塞进上下文，必须有面向任务的结构化
摘要和检索策略。上下文质量决定修改质量，垃圾上下文会直接制造垃圾结果。
### lint/test 是反馈回路
`linter.py`、`run_cmd.py` 和测试目录说明 Aider 将工具反馈接入循环。成熟 agent 不只是生成补丁，
还要能读取失败、缩小范围、再次修复。
## 可迁移模式
- 将“编辑格式”视为正式协议：全文件、diff、patch、结构化 block 的适用边界要写清楚。
- 将 Git 状态作为 AI 修改的事实源：修改前检查 dirty state，修改后保留 diff 和验证证据。
- 为大文档/大仓库建立 repo map 或文档 map，而不是让 AI 盲读整个仓库。
- 把 lint、test、link check 和脚本校验结果作为修复循环输入。
- 对不同任务区分规划型、编辑型、审查型和问答型 agent 行为。
## 对本仓的影响
本仓现在已经有 Markdown 门禁、链接检查、raw 研究域和 AI 引用入口。Aider 的模式提醒我们：
- 文档修改也需要 Git 状态意识，避免把用户未提交修改误当作自己的改动。
- 大量 Markdown 文档需要“文档地图”，否则索引和引用会漂移。
- 研究域 L2/L3 产物应当可 diff、可审查、可回滚，而不是只在对话里口头总结。
- 提交前门禁应继续保持 `make test` 的统一入口。
## 风险和待验证项
- 本轮只做源码结构研究，没有运行 Aider 的测试套件或交互流程。
- Aider 的 Python 实现细节不应被本仓直接复制；本仓主要迁移工作流和治理边界。
- 不同编辑格式的真实成功率需要通过任务集 benchmark 验证，不能只靠结构判断。
## 下一步 L3 验证任务
- 为本仓建立“文档地图/研究地图”的生成或校验机制，降低长文档索引漂移。
- 把 Git dirty state、门禁命令和验证证据纳入研究域 closeout 模板。
- 在 `docs/workflow/` 沉淀“AI 修改 -> diff 审查 -> 门禁 -> 提交”的最小闭环。
- 对本仓常见 Markdown 修改任务设计小型 benchmark，比较全文件编辑和局部 patch 的稳定性。
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version: 1
repo:
name: Aider-AI/aider
source_name: aider-ai/aider
url: https://github.com/Aider-AI/aider
research:
domain_id: aider-ai-aider
domain_name: Aider-AI/aider 研究域
primary_direction: coding-agent-tooling
role: 终端 AI 结对编程工具
priority: 1
why_study: 适合研究 Git 友好、模型无关、终端工作流和真实 repo 修改。
github_observed:
observed_at: '2026-07-03'
source: gh repo view
stars: 46962
forks: 4680
archived: false
language: Python
license: apache-2.0
default_branch: main
pushed_at: '2026-05-22T14:02:20Z'
updated_at: '2026-07-02T21:52:05Z'
latest_release: v0.86.0
homepage: https://aider.chat/
topics:
- chatgpt
- cli
- command-line
- gpt-4
- openai
- gpt-3
- gpt-35-turbo
- claude-3
- gpt-4o
- anthropic
- gemini
- llama
- sonnet
source_evidence:
file: ChatGPT-中文Vibe Coding仓库 (2).md
line: 57
maintenance:
fact_policy: GitHub 动态字段只代表 observed_at 当日快照，更新结论前必须重新核验。
split_policy: 本目录已经是一等研究域；更深分析放入本目录新增文档。
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# raw/ Agent 指南
本目录是 `Aider-AI/aider` 的原始事实层。
## 维护规则
- 只保存从研究对象拉取的一手材料，不写分析判断。
- `repository/` 是本地 Git 工作树，刷新时由脚本 clone 或 fast-forward pull。
- 不手工改写 `*.raw.*` 文件内容；需要刷新时运行 `python3 scripts/fetch-research-raw.py`。
- `sources.yml` 必须记录拉取时间、来源命令和每个文件的状态。
- 外部 README 原文必须保存为 `.txt`，避免本仓库 Markdown 链接检查误判。
- 分析、判断、采用建议和沉淀路径写回上一级 `README.md`、`analysis.md` 或 `decisions.md`。
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# raw 事实层
本目录保存 `Aider-AI/aider` 的本地原始材料快照。
这里不写分析结论，只保存可复查的一手资料：
- `sources.yml`：来源清单、拉取时间、命令和文件状态。
- `repository/`：Git 仓库工作树；本目录由 `.gitignore` 忽略，只作为本地研究材料。
- `github-repo.raw.json`：GitHub 仓库元数据。
- `github-readme.raw.md.txt`：GitHub README 原文快照。
- `github-license.raw.txt`：GitHub license 原文快照；仓库无 license 时可能不存在。
- `github-root-contents.raw.json`：默认分支根目录内容快照。
- `github-languages.raw.json`：GitHub language 统计快照。
- `github-latest-release.raw.json`：最新 release 快照；无 release 时可能不存在。
`repository/` 是外部源码快照，不参与本仓库 Markdown、链接、README/AGENTS 覆盖检查。原始 README 使用 `.txt` 后缀保存，避免其中的外部相对链接被本仓库 Markdown 链接检查误判。
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"body": "- Added support for all GPT-5 models.\r\n- Added support for Grok-4 via `xai/grok-4` and `openrouter/x-ai/grok-4` model names.\r\n- Added support for `gemini/gemini-2.5-flash-lite-preview-06-17` model, by Tamir Zahavi-Brunner.\r\n- `/clear` now prints “All chat history cleared.” so you know it worked, by Zexin Yuan.\r\n- `/undo` output now shows only the first line of each commit message, making it easier to read.\r\n- Added support for `openrouter/moonshotai/kimi-k2` model, by Jack Harrington.\r\n- Display model announcements with no-arg `/model` command.\r\n- Fixed an issue where new settings for an existing model didn't replace the old ones, by Andrew Grigorev.\r\n- Fixed analytics to support the latest PostHog SDK event-capture API.\r\n- Bumped dependencies to pick up latest litellm==1.75.0.\r\n\r\n- Aider wrote 88% of the code in this release.",
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docs/research/aider-ai-aider/raw/github-readme.raw.md.txt
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<p align="center">
<a href="https://aider.chat/"><img src="https://aider.chat/assets/logo.svg" alt="Aider Logo" width="300"></a>
</p>
<h1 align="center">
AI Pair Programming in Your Terminal
</h1>
<p align="center">
Aider lets you pair program with LLMs to start a new project or build on your existing codebase.
</p>
<p align="center">
<img
src="https://aider.chat/assets/screencast.svg"
alt="aider screencast"
>
</p>
<p align="center">
<!--[[[cog
from scripts.homepage import get_badges_md
text = get_badges_md()
cog.out(text)
]]]-->
<a href="https://github.com/Aider-AI/aider/stargazers"><img alt="GitHub Stars" title="Total number of GitHub stars the Aider project has received"
src="https://img.shields.io/github/stars/Aider-AI/aider?style=flat-square&logo=github&color=f1c40f&labelColor=555555"/></a>
<a href="https://pypi.org/project/aider-chat/"><img alt="PyPI Downloads" title="Total number of installations via pip from PyPI"
src="https://img.shields.io/badge/📦%20Installs-6.8M-2ecc71?style=flat-square&labelColor=555555"/></a>
<img alt="Tokens per week" title="Number of tokens processed weekly by Aider users"
src="https://img.shields.io/badge/📈%20Tokens%2Fweek-15B-3498db?style=flat-square&labelColor=555555"/>
<a href="https://openrouter.ai/#options-menu"><img alt="OpenRouter Ranking" title="Aider's ranking among applications on the OpenRouter platform"
src="https://img.shields.io/badge/🏆%20OpenRouter-Top%2020-9b59b6?style=flat-square&labelColor=555555"/></a>
<a href="https://aider.chat/HISTORY.html"><img alt="Singularity" title="Percentage of the new code in Aider's last release written by Aider itself"
src="https://img.shields.io/badge/🔄%20Singularity-88%25-e74c3c?style=flat-square&labelColor=555555"/></a>
<!--[[[end]]]-->
</p>
## Features
### [Cloud and local LLMs](https://aider.chat/docs/llms.html)
<a href="https://aider.chat/docs/llms.html"><img src="https://aider.chat/assets/icons/brain.svg" width="32" height="32" align="left" valign="middle" style="margin-right:10px"></a>
Aider works best with Claude 3.7 Sonnet, DeepSeek R1 & Chat V3, OpenAI o1, o3-mini & GPT-4o, but can connect to almost any LLM, including local models.
<br>
### [Maps your codebase](https://aider.chat/docs/repomap.html)
<a href="https://aider.chat/docs/repomap.html"><img src="https://aider.chat/assets/icons/map-outline.svg" width="32" height="32" align="left" valign="middle" style="margin-right:10px"></a>
Aider makes a map of your entire codebase, which helps it work well in larger projects.
<br>
### [100+ code languages](https://aider.chat/docs/languages.html)
<a href="https://aider.chat/docs/languages.html"><img src="https://aider.chat/assets/icons/code-tags.svg" width="32" height="32" align="left" valign="middle" style="margin-right:10px"></a>
Aider works with most popular programming languages: python, javascript, rust, ruby, go, cpp, php, html, css, and dozens more.
<br>
### [Git integration](https://aider.chat/docs/git.html)
<a href="https://aider.chat/docs/git.html"><img src="https://aider.chat/assets/icons/source-branch.svg" width="32" height="32" align="left" valign="middle" style="margin-right:10px"></a>
Aider automatically commits changes with sensible commit messages. Use familiar git tools to easily diff, manage and undo AI changes.
<br>
### [Use in your IDE](https://aider.chat/docs/usage/watch.html)
<a href="https://aider.chat/docs/usage/watch.html"><img src="https://aider.chat/assets/icons/monitor.svg" width="32" height="32" align="left" valign="middle" style="margin-right:10px"></a>
Use aider from within your favorite IDE or editor. Ask for changes by adding comments to your code and aider will get to work.
<br>
### [Images & web pages](https://aider.chat/docs/usage/images-urls.html)
<a href="https://aider.chat/docs/usage/images-urls.html"><img src="https://aider.chat/assets/icons/image-multiple.svg" width="32" height="32" align="left" valign="middle" style="margin-right:10px"></a>
Add images and web pages to the chat to provide visual context, screenshots, reference docs, etc.
<br>
### [Voice-to-code](https://aider.chat/docs/usage/voice.html)
<a href="https://aider.chat/docs/usage/voice.html"><img src="https://aider.chat/assets/icons/microphone.svg" width="32" height="32" align="left" valign="middle" style="margin-right:10px"></a>
Speak with aider about your code! Request new features, test cases or bug fixes using your voice and let aider implement the changes.
<br>
### [Linting & testing](https://aider.chat/docs/usage/lint-test.html)
<a href="https://aider.chat/docs/usage/lint-test.html"><img src="https://aider.chat/assets/icons/check-all.svg" width="32" height="32" align="left" valign="middle" style="margin-right:10px"></a>
Automatically lint and test your code every time aider makes changes. Aider can fix problems detected by your linters and test suites.
<br>
### [Copy/paste to web chat](https://aider.chat/docs/usage/copypaste.html)
<a href="https://aider.chat/docs/usage/copypaste.html"><img src="https://aider.chat/assets/icons/content-copy.svg" width="32" height="32" align="left" valign="middle" style="margin-right:10px"></a>
Work with any LLM via its web chat interface. Aider streamlines copy/pasting code context and edits back and forth with a browser.
## Getting Started
```bash
python -m pip install aider-install
aider-install
# Change directory into your codebase
cd /to/your/project
# DeepSeek
aider --model deepseek --api-key deepseek=<key>
# Claude 3.7 Sonnet
aider --model sonnet --api-key anthropic=<key>
# o3-mini
aider --model o3-mini --api-key openai=<key>
```
See the [installation instructions](https://aider.chat/docs/install.html) and [usage documentation](https://aider.chat/docs/usage.html) for more details.
## More Information
### Documentation
- [Installation Guide](https://aider.chat/docs/install.html)
- [Usage Guide](https://aider.chat/docs/usage.html)
- [Tutorial Videos](https://aider.chat/docs/usage/tutorials.html)
- [Connecting to LLMs](https://aider.chat/docs/llms.html)
- [Configuration Options](https://aider.chat/docs/config.html)
- [Troubleshooting](https://aider.chat/docs/troubleshooting.html)
- [FAQ](https://aider.chat/docs/faq.html)
### Community & Resources
- [LLM Leaderboards](https://aider.chat/docs/leaderboards/)
- [GitHub Repository](https://github.com/Aider-AI/aider)
- [Discord Community](https://discord.gg/Y7X7bhMQFV)
- [Release notes](https://aider.chat/HISTORY.html)
- [Blog](https://aider.chat/blog/)
## Kind Words From Users
- *"My life has changed... Aider... It's going to rock your world."* — [Eric S. Raymond on X](https://x.com/esrtweet/status/1910809356381413593)
- *"The best free open source AI coding assistant."* — [IndyDevDan on YouTube](https://youtu.be/YALpX8oOn78)
- *"The best AI coding assistant so far."* — [Matthew Berman on YouTube](https://www.youtube.com/watch?v=df8afeb1FY8)
- *"Aider ... has easily quadrupled my coding productivity."* — [SOLAR_FIELDS on Hacker News](https://news.ycombinator.com/item?id=36212100)
- *"It's a cool workflow... Aider's ergonomics are perfect for me."* — [qup on Hacker News](https://news.ycombinator.com/item?id=38185326)
- *"It's really like having your senior developer live right in your Git repo - truly amazing!"* — [rappster on GitHub](https://github.com/Aider-AI/aider/issues/124)
- *"What an amazing tool. It's incredible."* — [valyagolev on GitHub](https://github.com/Aider-AI/aider/issues/6#issue-1722897858)
- *"Aider is such an astounding thing!"* — [cgrothaus on GitHub](https://github.com/Aider-AI/aider/issues/82#issuecomment-1631876700)
- *"It was WAY faster than I would be getting off the ground and making the first few working versions."* — [Daniel Feldman on X](https://twitter.com/d_feldman/status/1662295077387923456)
- *"THANK YOU for Aider! It really feels like a glimpse into the future of coding."* — [derwiki on Hacker News](https://news.ycombinator.com/item?id=38205643)
- *"It's just amazing. It is freeing me to do things I felt were out my comfort zone before."* — [Dougie on Discord](https://discord.com/channels/1131200896827654144/1174002618058678323/1174084556257775656)
- *"This project is stellar."* — [funkytaco on GitHub](https://github.com/Aider-AI/aider/issues/112#issuecomment-1637429008)
- *"Amazing project, definitely the best AI coding assistant I've used."* — [joshuavial on GitHub](https://github.com/Aider-AI/aider/issues/84)
- *"I absolutely love using Aider ... It makes software development feel so much lighter as an experience."* — [principalideal0 on Discord](https://discord.com/channels/1131200896827654144/1133421607499595858/1229689636012691468)
- *"I have been recovering from ... surgeries ... aider ... has allowed me to continue productivity."* — [codeninja on Reddit](https://www.reddit.com/r/OpenAI/s/nmNwkHy1zG)
- *"I am an aider addict. I'm getting so much more work done, but in less time."* — [dandandan on Discord](https://discord.com/channels/1131200896827654144/1131200896827654149/1135913253483069470)
- *"Aider... blows everything else out of the water hands down, there's no competition whatsoever."* — [SystemSculpt on Discord](https://discord.com/channels/1131200896827654144/1131200896827654149/1178736602797846548)
- *"Aider is amazing, coupled with Sonnet 3.5 it's quite mind blowing."* — [Josh Dingus on Discord](https://discord.com/channels/1131200896827654144/1133060684540813372/1262374225298198548)
- *"Hands down, this is the best AI coding assistant tool so far."* — [IndyDevDan on YouTube](https://www.youtube.com/watch?v=MPYFPvxfGZs)
- *"[Aider] changed my daily coding workflows. It's mind-blowing how ...(it)... can change your life."* — [maledorak on Discord](https://discord.com/channels/1131200896827654144/1131200896827654149/1258453375620747264)
- *"Best agent for actual dev work in existing codebases."* — [Nick Dobos on X](https://twitter.com/NickADobos/status/1690408967963652097?s=20)
- *"One of my favorite pieces of software. Blazing trails on new paradigms!"* — [Chris Wall on X](https://x.com/chris65536/status/1905053299251798432)
- *"Aider has been revolutionary for me and my work."* — [Starry Hope on X](https://x.com/starryhopeblog/status/1904985812137132056)
- *"Try aider! One of the best ways to vibe code."* — [Chris Wall on X](https://x.com/Chris65536/status/1905053418961391929)
- *"Freaking love Aider."* — [hztar on Hacker News](https://news.ycombinator.com/item?id=44035015)
- *"Aider is hands down the best. And it's free and opensource."* — [AriyaSavakaLurker on Reddit](https://www.reddit.com/r/ChatGPTCoding/comments/1ik16y6/whats_your_take_on_aider/mbip39n/)
- *"Aider is also my best friend."* — [jzn21 on Reddit](https://www.reddit.com/r/ChatGPTCoding/comments/1heuvuo/aider_vs_cline_vs_windsurf_vs_cursor/m27dcnb/)
- *"Try Aider, it's worth it."* — [jorgejhms on Reddit](https://www.reddit.com/r/ChatGPTCoding/comments/1heuvuo/aider_vs_cline_vs_windsurf_vs_cursor/m27cp99/)
- *"I like aider :)"* — [Chenwei Cui on X](https://x.com/ccui42/status/1904965344999145698)
- *"Aider is the precision tool of LLM code gen... Minimal, thoughtful and capable of surgical changes ... while keeping the developer in control."* — [Reilly Sweetland on X](https://x.com/rsweetland/status/1904963807237259586)
- *"Cannot believe aider vibe coded a 650 LOC feature across service and cli today in 1 shot."* - [autopoietist on Discord](https://discord.com/channels/1131200896827654144/1131200896827654149/1355675042259796101)
- *"Oh no the secret is out! Yes, Aider is the best coding tool around. I highly, highly recommend it to anyone."* — [Joshua D Vander Hook on X](https://x.com/jodavaho/status/1911154899057795218)
- *"thanks to aider, i have started and finished three personal projects within the last two days"* — [joseph stalzyn on X](https://x.com/anitaheeder/status/1908338609645904160)
- *"Been using aider as my daily driver for over a year ... I absolutely love the tool, like beyond words."* — [koleok on Discord](https://discord.com/channels/1131200896827654144/1273248471394291754/1356727448372252783)
- *"Aider ... is the tool to benchmark against."* — [BeetleB on Hacker News](https://news.ycombinator.com/item?id=43930201)
- *"aider is really cool"* — [kache on X](https://x.com/yacineMTB/status/1911224442430124387)
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docs/research/aider-ai-aider/raw/sources.yml
+37
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version: 1
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source: 'gh api repos/Aider-AI/aider/license -H Accept: application/vnd.github.raw'
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