登录 注册
开发者工具 bendcudadependent-typesgpumetalparallel
24,988
Stars
801
Forks
112
Watchers
134
Open Issues
Apache-2.0
许可证
TypeScript
语言
2023-08-29
创建时间
2026-11-10
最近更新

项目能做什么

Bend 2:通过证明拦截 AI 错误的高速语言。安装:curl -fsSL https://bend-lang.com/install.sh | sh
来源:基于仓库元数据 · 内容以仓库实际 README 为准

使用说明 查看原始 README 原仓库文档

中文使用说明暂未生成。下面保留原仓库 README 摘录,命令与配置均以原文为准。
原始 README 摘录(英文原文,节选前 3000 字符)
<p align="center"><picture><source media="(prefers-color-scheme: dark)" srcset="media/hero_dark.gif"><img src="media/hero.gif" width="560" alt="Bend: a fast language that blocks AI mistakes via proof"></picture></p>

In the post-AGI economy, humans will eventually stop writing and reading code,
but we still need an ambiguity-free language to communicate our intents to the
AIs building the world around us. Bend is that language.

With **laws**, intents can be more precise than natural language. With
**proofs**, we can mechanically verify the AI implemented our prompts correctly.
And with a **fast compiler**, we can run that code at peak compute.

That's Bend - and nothing else.

## Bend runs FAST

**Target:** be as fast as C on the CPU, as fast as CUDA on the GPU. **Status:**

<p align="center"><img src="media/runtime.gif" width="640" alt="Runtime benchmarks: Bend vs C, TypeScript, Lean, on 1 core, 16 cores and the GPU"></p>

Thanks to strong types, purity and linearity, Bend compiles to fast executables
as fast as hand-written C (single-core), and even faster (on 10000s cores). The
entire language runs on the GPU, with full memory unification.

## Bend checks FAST

**Target:** outperform every proof assistant by several OOMs. **Status:**

<p align="center"><img src="media/checker.gif" width="640" alt="Checker benchmarks: Bend vs Isabelle, Agda, Lean, Rocq"></p>

Bend's compiler is so powerful it can verify mathematical proofs. Usually, this
is slow. Bend is not. It checks, in under a second, files that other projects
would take minutes, making proofs way more practical.

## Bend is PARALLEL

No threads, no locks, no kernels to write. Split the work in two, and Bend
spreads the calls over every core it can find, then joins them back. Below,
`pow2(20)` divides until one task sits on each of 4,096 GPU cores:

<p align="center"><img src="media/parallel.gif" width="440" alt="pow2 splitting over 4,096 GPU cores, then folding back"></p>

## Bend BLOCKS mistakes - with proof

PROBLEM: How can you **trust** AI code, without reading it?

SOLUTION: By forcing your AI to write a **correctness proof**.

Bend introduces `LAWS.bend`, a file where you declare rules that your app must
not break. Bend's compiler then **guarantees** that these laws always hold, by
demanding **mathematical proof** whenever your code is edited. For example,
consider a game with one law: *winning is impossible*. Here's how it plays out:

<p align="center"><b>Law</b>: winning is <b>impossible</b><br><img src="media/game_law.gif" width="480" alt="The player walks up and bumps the wall of the flag's room"><br><i>So far, it works!</i></p>

<p align="center"><b>New feature:</b> "Claude, make the board wrap around"</p>

<p align="center"><b>Without LAWS.bend:</b><br><img src="media/game_bug.gif" width="480" alt="The player wraps around the edge and takes the flag"><br><i>Laws broken. AI mistake: <b>merged</b>.</i></p>

<p align="center"><b>With LAWS.bend:</b><br><img src="media/game_law_kep
阅读完整原文

商业机会分析 规则生成(AI 未配置)

综合评分 69.5 分。该项目在“个人可实施性”维度得 57 分,“付费可能性”维度得 60.0 分,差异化空间 100.0 分(评分依据见评分卡)。

将 bend 改造为垂直场景 SaaS

产品构想保留核心能力,针对某一类用户(如某行业团队)做托管版,收取月费。
目标用户有该需求的中小团队 / 独立站长
难度/周期中 · 2~4 周(MVP)
收费模式订阅制(如 ¥29~99/月)
竞争风险需验证付费意愿;注意许可证合规
依据 数据支持的判断:许可证与关键词显示存在商用与付费场景

面向细分需求的二次开发产品

产品构想基于 bend 的核心能力,聚焦一个更窄的场景(如某平台、某行业)做差异化。
目标用户该细分场景用户
难度/周期中 · 2~6 周
收费模式买断制 / 订阅制 / 广告
竞争风险细分需求规模需验证
依据 AI 推测:基于项目主题标签的判断

封装为在线小工具或 API 服务

产品构想把项目最常用的一个功能做成网页小工具,靠流量变现或按量计费。
目标用户搜索引擎带来的长尾用户
难度/周期低 · 1~3 周
收费模式免费引流 + 增值功能 / API 按量计费
竞争风险同质化竞争,需做好 SEO
依据 AI 推测:基于技术栈与部署特征的判断
以上为规则引擎基于仓库公开数据生成的参考结论,包含推测成分,不构成投资或创业承诺;配置 AI 后可获得更深入的分析。
报告会保存到 个人中心

竞品与相似项目 GitHub Search 真实检索

项目中文简介Stars语言
spotify/basic-pitch 中文介绍暂未生成
A lightweight yet powerful audio-to-MIDI converter with pitc
6,041 Python
opsdisk/the_cyber_plumbers_handbook 中文介绍暂未生成
Free copy of The Cyber Plumber's Handbook - The definitive g
2,892 -
SonyWWS/ATF 中文介绍暂未生成
Authoring Tools Framework (ATF) is a set of C#/.NET componen
1,925 C#
xmartlabs/Bender 中文介绍暂未生成
Easily craft fast Neural Networks on iOS! Use TensorFlow mod
1,799 Swift
praetorian-inc/PortBender 中文介绍暂未生成
TCP Port Redirection Utility
789 C
ansible-community/ansible-bender 中文介绍暂未生成
ansible-playbook + buildah = a sweet container image
701 Python
以上为通过 GitHub 官方 Search API 检索的相似项目,功能差异与优劣势需进一步人工确认,配置 AI 后可生成对比分析。

项目优势与风险

技术成熟度创建于 2023-08-29,近 30 天仍在推送,发布过 33 个 Release
社区活跃Star 24,988 / Fork 801 / Issue 134(数据支持,可自行核实)
许可证Apache-2.0
主要风险上游项目方向可能变化;同赛道竞争者较多(见竞品表);热度与需求不完全等价

安装与使用

快速开始(以仓库 README 为准)
git clone https://github.com/bendlang/bend.git
cd bend
# 请阅读仓库 README 获取确切安装步骤(依赖、配置、启动命令)
阅读原仓库文档
术语说明:Docker=应用容器(把程序和依赖打包运行);API Key=调用外部服务的密钥;Git Clone=把仓库代码下载到本地。常见错误:API Key 未配置 / 端口占用 / 数据库连接失败,多数项目在 README 的 Troubleshooting 章节有说明。