Grape — AI-Driven DevOps Platform

Connect your code repository. AI agents automatically handle everything from requirement analysis and code writing to testing and deployment — no manual intervention needed.

Start using Grape

A new paradigm

AI drives AI. Organization scales.

In the AI coding era, individual productivity gains are just the starting line. Grape's real vision: AI agents driving AI agents — a self-propelled development loop that lifts the entire organization, not just each person. The whole becomes far greater than the sum of its parts.

1 AI drives AI — agents hand off to agents, no human in the loop
→
2 Individual productivity → organizational productivity
→
3 The whole far exceeds the sum of its parts

Why Grape?

Traditional DevOps requires constant human intervention. Grape replaces that with AI agents.

Traditional DevOps
  • Write YAML pipelines by hand
  • Manually configure CI/CD
  • Watch build results yourself
  • Troubleshoot failures manually
  • Coordinate between team members
Grape
  • Submit a requirement, agents write the code
  • Auto-triage issues and assign tasks
  • Agents test, review, and open PRs
  • Auto-deploy to production
  • You just watch the pipeline and approve
01 / Quick Start

Get started in 3 steps

No setup, no configuration. Connect your repo and watch agents work.

1

Connect your repository

OAuth into GitCode or GitHub. Your repo is now live — webhooks start listening for events.

→
2

Pick a scene template

Choose a pre-built workflow — general dev, cloud-native, IaC, or blog. One click applies the full agent pipeline.

→
3

Agents do the rest

From issue creation to code, testing, and deployment — agents handle it all. You watch the pipeline, approve when needed.

02 / Agents

5 pipeline agents + 1 chat agent

5 agents form the DevOps pipeline: VOD collects feedback, Issue triages, Coding implements, QA tests, SRE deploys. The 6th — Chat Agent — handles IM communication. They pass tasks automatically via A2A. Click the grape to explore each agent.

VOD Agent
VOD Agent
Voice of Developer
Collects developer feedback and auto-creates issues.
Issue Agent
Issue Agent
Task Orchestrator
Triages, labels, and assigns issues to the right agent.
Coding Agent
Coding Agent
Code Implementation
Writes code, opens PRs, and self-reviews before handoff.
QA Agent
QA Agent
Quality Gatekeeper
Reviews code, runs tests, and blocks bad PRs.
SRE Agent
SRE Agent
Deploy and Operate
Builds, deploys, and monitors — gets code to production.
Chat Agent
Chat Agent
Personal Assistant
Submit issues and approve flows from your chat window.
Click the grape to explore
03 / How It Works

Issues flow through agents on their own

No manual handoffs. No ticket routing. No status meetings. An issue enters the pipeline and comes out the other side as deployed code.

VOD
Collect feedback
💬 feedback received📊 clustering themes📝 issue created
Issue
Triage and assign
🏷️ auto-labeled👤 assigned⚡ A2A triggered
Coding
Implement and PR
🔧 writing code✅ self-review📋 PR opened
QA
Review and test
🔍 code review🧪 running tests🛡️ security scan
SRE
Build and deploy
📦 building image🚀 deploying✅ live in prod
If QA rejects, the issue routes back to Coding automatically. Closed-loop quality assurance.

A2A — Agent-to-Agent Protocol

Agents communicate via event-driven A2A messages. Coding finishes, QA starts. QA passes, SRE deploys. Each stage is configurable with custom scenes and skills.

Coding → QAQA → SREQA ✗ → CodingSRE → MonitorVOD → IssueIssue → Coding

Multi-Engine Broadcast

Multiple AI engines compete in parallel on the same task. The best output wins. OpenCode, Hermes, CodeArts, Codex — pick the winner automatically.

OpenCodeHermesCodeArtsCodexBroadcast ModeBest-Output Wins

Pipeline Observability

Real-time tracking of every agent event. Status, logs, health scores, execution timeline — full transparency from issue creation to production deploy.

Event TimelineAgent StatusExecution LogsHealth ScoreReal-timeFull Trace
04 / Platform

What Grape handles for you

The infrastructure underneath the agents — so you don't have to worry about it.

Multi-VCS Support

GitCode and GitHub with unified workflow. OAuth login, repo hosting, PR management across platforms.

→ Works with your existing code hosting — no migration needed.

GitCodeGitHub

Multi-Engine Runtime

OpenCode, Hermes, CodeArts, Codex. Broadcast-competitive mode picks the best engine per task.

→ Best code wins — no need to pick one AI tool.

IM Integration

Feishu, DingTalk, WeCom. Submit issues, query status, approve flows from your chat window.

→ Control everything from your daily chat app.

📋 Submit issue #143
✅ Issue triaged → Coding Agent
📊 Status?
🔧 Coding... 45% done
✔ Approve deploy?
🚀 Deployed to production

Sandboxed Execution

Network isolation and resource limits. Agents run in secure sandboxes, safe by design.

→ Agents can't touch your production — safety by design.

SANDBOX
🤖 Agent
🚫 Network
🚫 File System
✅ CPU / Memory
05 / Scenes

Classic scenes & pipelines

A scene defines what kind of project you're working on. A pipeline defines how agents flow through it. Pick a scene, and the matching pipeline runs automatically.

Classic Scenes
☁️

Cloud Native Microservice

Go + Docker + K8s microservice scaffold — from code to cluster, automated.

golangk8sdocker
Cloud Native
📱

HarmonyOS E-Commerce

Distributed e-commerce on HarmonyOS — cross-device cart sync, product detail flow.

harmonyosarktsecommerce
Mobile
🔧

Terraform Infrastructure

IaC scaffold for Terraform — manage AWS / cloud resources declaratively.

terraformiacaws
IaC
📝

Xiaohongshu Auto-Marketing

AI-powered social media automation — smart content creation, auto-publish, engagement.

agentautomationcontent
AI
🎬

Prompt-to-Video

One sentence to full video — script, storyboard, rendering, 90% done by AI.

agentvideocontent
AI
🎁

Contribute a Template

Built something great? Share it with the community — submit your template to the grape-template repo and help others get started faster.

opensourcecommunityshare
→ Contribute to grape-template
Classic Pipelines
General

General Development

Standard issue-driven pipeline — VOD analysis to cloud deployment.

VOD → Issue → Coding → QA → SRE
vod · issue-advance · implementation · pr · cloud-deploy
IaC

IaC Development

Infrastructure as Code — Terraform-focused pipeline with IaC-specific skills.

VOD → Issue → Coding → QA → SRE
iac-vod · iac-issue · iac-coding · iac-qa · iac-sre
Skill

Skill Development

Build and publish Grape skills — from requirement to skill marketplace.

VOD → Issue → Coding → QA → SRE
vod · skill-issue · skill-creator · skill-tester · skill-publish
Blog

Blog Publishing

AI blog generation and auto-publish — 4-node pipeline without QA gate.

VOD → Issue → Coding → SRE
blog-vod · blog-issue · ai-blog-generation · blog-publish
Custom

Custom Pipeline

Build your own pipeline — assemble agents and skills to match your team's workflow and boost productivity.

You → Agent A → Agent B → ...
your-skill-1 · your-skill-2 · ...
06 / Ecosystem

Connects to your existing tools

Grape adapts to your workflow, not the other way around.

GitCode

Code hosting and collaboration

GitHub

World's leading code platform

Feishu / Lark

Enterprise messaging

DingTalk

Enterprise communication

WeCom

WeChat Work for enterprise

OpenCode

Open-source AI coding engine

Hermes

Autonomous AI agent runtime

CodeArts

Huawei Cloud DevOps suite

Codex

OpenAI code generation engine

Connect your repository. Watch the pipeline run.

Three minutes from OAuth to your first autonomous workflow.

Connect your repo