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你提 Issue,我交付代码
CodeGraph 全库扫描、AI 闭环验证、改动边界透明,交付通过 CI 的 PR,不成功不收费。
Issue opened
Engineering Specification
RepoMap built
Context budget locked
Patch generated
Allowed Files Guard
Validation passed
Verified Pull Request
0
direct main pushes
5
max validation loops
13
core database tables
100%
human merge control
Async first
耗时任务全部进 Celery,不堵塞 API。
Sandbox verified
独立 workspace,命令超时,输出截断。
Guarded scope
Allowed files guard 阻止越界改动。
Repo intelligence
RepoMap 和 CodeGraph 控制上下文。
Before
Issue backlog 长期堆积,AI 生成代码缺少仓库边界和验证闭环。
After
Issue 先变成工程规格,再由沙箱执行、验证、修复,最后交付 PR。
Async Task Architecture
RepoMap Context Budget
CodeGraph Impact Boundary
BAML Typed AI Pipeline
RepoMap
低成本上下文控制
重要文件排序、符号索引和 token budget 先行。
app/dashboard/page.tsx94
components/dashboard-demo.tsx88
lib/api.ts76
tests/dashboard.test.ts61
CodeGraph
改动边界可视化
展示模块影响、风险路径和测试关联。
Issue→
Page→
Component→
Service→
Test
Generate
Guard
Review
Validate
Fix
Allowed Files
Lint
Type-check
Build
Test
Secret Scan
Semgrep
CodeQL
独立开发者
SaaS 创业团队
大量 Issue backlog 团队
CapabilityCopilotCodingship
Issue to PRManualAutomated
Sandbox validationNoYes
Human merge controlVariesAlways
Trial
$0
3 lifetime credits
Pro
$29/mo
25 credits/mo
Team
$89/mo
90 credits/mo
No PAT
No auto merge
No secret persistence
“Issue 进入队列后,团队看到的是规格、边界、验证和 PR,而不是一段不可控的 AI 文本。”