docs: update all docs to reflect Coolify deployment model

Replace Hetzner references with Coolify. Deployment is now:
- Core + Compliance: Push gitea → Coolify auto-deploys
- Lehrer: stays local on Mac Mini

Updated: CLAUDE.md, MkDocs CI/CD pipeline, MkDocs index.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
Benjamin Admin
2026-03-13 12:09:51 +01:00
parent 499ddc04d5
commit 399fa62267
3 changed files with 153 additions and 530 deletions

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@@ -1,15 +1,15 @@
# CI/CD Pipeline
Übersicht über den Deployment-Prozess für Breakpilot.
Uebersicht ueber den Deployment-Prozess fuer BreakPilot Compliance.
## Übersicht
## Uebersicht
| Komponente | Build-Tool | Deployment |
|------------|------------|------------|
| Frontend (Next.js) | Docker | Mac Mini |
| Backend (FastAPI) | Docker | Mac Mini |
| Go Services | Docker (Multi-stage) | Mac Mini |
| Documentation | MkDocs | Docker (Nginx) |
| Frontend (Next.js) | Docker | Coolify (automatisch) |
| Backend (FastAPI) | Docker | Coolify (automatisch) |
| Go Services | Docker (Multi-stage) | Coolify (automatisch) |
| Documentation | MkDocs | Docker (Nginx, lokal) |
## Deployment-Architektur
@@ -17,386 +17,129 @@
┌─────────────────────────────────────────────────────────────────┐
│ Entwickler-MacBook │
│ │
│ breakpilot-pwa/
│ ├── studio-v2/ (Next.js Frontend)
│ ├── admin-v2/ (Next.js Admin)
│ ├── backend/ (Python FastAPI)
│ ├── consent-service/ (Go Service)
── klausur-service/ (Python FastAPI)
│ ├── voice-service/ (Python FastAPI) │
│ ├── ai-compliance-sdk/ (Go Service) │
│ └── docs-src/ (MkDocs) │
│ breakpilot-compliance/
│ ├── admin-compliance/ (Next.js Dashboard)
│ ├── backend-compliance/ (Python FastAPI)
│ ├── ai-compliance-sdk/ (Go/Gin)
│ ├── developer-portal/ (Next.js)
── docs-src/ (MkDocs)
│ │
$ ./sync-and-deploy.sh
git push origin main && git push gitea main
└───────────────────────────────┬─────────────────────────────────┘
rsync + SSH
git push
┌─────────────────────────────────────────────────────────────────┐
Mac Mini Server
Gitea (gitea.meghsakha.com)
│ │
Docker Compose
│ ├── website (Port 3000)
│ ├── studio-v2 (Port 3001)
│ ├── admin-v2 (Port 3002)
│ ├── backend (Port 8000)
── consent-service (Port 8081)
│ ├── klausur-service (Port 8086) │
│ ├── voice-service (Port 8082) │
│ ├── ai-compliance-sdk (Port 8090) │
│ ├── docs (Port 8009) │
│ ├── postgres │
│ ├── valkey (Redis) │
│ ├── qdrant (extern: qdrant-dev.breakpilot.ai) │
│ └── object-storage (extern: nbg1.your-objectstorage.com) │
Gitea Actions CI:
│ ├── test-go-ai-compliance
│ ├── test-python-backend-compliance
│ ├── test-python-document-crawler
│ ├── test-python-dsms-gateway
── validate-canonical-controls
│ │
│ Coolify Webhook → Build + Deploy (automatisch) │
└─────────────────────────────────────────────────────────────────┘
│ auto-deploy
┌─────────────────────────────────────────────────────────────────┐
│ Production (Coolify) │
│ │
│ ├── admin-dev.breakpilot.ai (Admin Compliance) │
│ ├── api-dev.breakpilot.ai (Backend API) │
│ ├── sdk-dev.breakpilot.ai (AI SDK) │
│ └── developers-dev.breakpilot.ai (Developer Portal) │
└─────────────────────────────────────────────────────────────────┘
```
## Sync & Deploy Workflow
## Workflow
### 1. Dateien synchronisieren
### 1. Code entwickeln und committen
```bash
# Sync aller relevanten Verzeichnisse zum Mac Mini
rsync -avz --delete \
--exclude 'node_modules' \
--exclude '.next' \
--exclude '.git' \
--exclude '__pycache__' \
--exclude 'venv' \
--exclude '.pytest_cache' \
/Users/benjaminadmin/Projekte/breakpilot-pwa/ \
macmini:/Users/benjaminadmin/Projekte/breakpilot-pwa/
# Code auf MacBook bearbeiten
# Committen und zu beiden Remotes pushen:
git push origin main && git push gitea main
```
### 2. Container bauen
### 2. Automatische Tests (Gitea Actions)
Push auf gitea triggert automatisch die CI-Pipeline:
- **Go Tests:** `ai-compliance-sdk` Unit Tests
- **Python Tests:** `backend-compliance`, `document-crawler`, `dsms-gateway`
- **Validierung:** Canonical Controls JSON-Validierung
- **Lint:** Go, Python, Node.js (nur bei PRs)
### 3. Automatisches Deployment (Coolify)
Nach erfolgreichem Push baut Coolify automatisch alle Services und deployt sie.
**WICHTIG:** Niemals manuell in Coolify auf "Redeploy" klicken!
### 4. Health Checks
```bash
# Einzelnen Service bauen
ssh macmini "/usr/local/bin/docker compose \
-f /Users/benjaminadmin/Projekte/breakpilot-pwa/docker-compose.yml \
build --no-cache <service-name>"
# Beispiele:
# studio-v2, admin-v2, website, backend, klausur-service, docs
# Production Health pruefen
curl -sf https://api-dev.breakpilot.ai/health
curl -sf https://sdk-dev.breakpilot.ai/health
```
### 3. Container deployen
## CI Pipeline-Konfiguration
```bash
# Container neu starten
ssh macmini "/usr/local/bin/docker compose \
-f /Users/benjaminadmin/Projekte/breakpilot-pwa/docker-compose.yml \
up -d <service-name>"
**Datei:** `.gitea/workflows/ci.yaml`
```yaml
on:
push:
branches: [main, develop]
pull_request:
branches: [main, develop]
jobs:
test-go-ai-compliance: # Go Unit Tests
test-python-backend: # Python Unit Tests
test-python-document-crawler:
test-python-dsms-gateway:
validate-canonical-controls: # JSON Validierung
go-lint: # Nur bei PRs
python-lint: # Nur bei PRs
nodejs-lint: # Nur bei PRs
```
### 4. Logs prüfen
## Lokale Entwicklung (Mac Mini)
Fuer lokale Tests ohne Coolify:
```bash
# Container-Logs anzeigen
ssh macmini "/usr/local/bin/docker compose \
-f /Users/benjaminadmin/Projekte/breakpilot-pwa/docker-compose.yml \
logs -f <service-name>"
```
## Service-spezifische Deployments
### Next.js Frontend (studio-v2, admin-v2, website)
```bash
# 1. Sync
rsync -avz --delete \
--exclude 'node_modules' --exclude '.next' --exclude '.git' \
/Users/benjaminadmin/Projekte/breakpilot-pwa/studio-v2/ \
macmini:/Users/benjaminadmin/Projekte/breakpilot-pwa/studio-v2/
# 2. Build & Deploy
ssh macmini "/usr/local/bin/docker compose \
-f /Users/benjaminadmin/Projekte/breakpilot-pwa/docker-compose.yml \
build --no-cache studio-v2 && \
/usr/local/bin/docker compose \
-f /Users/benjaminadmin/Projekte/breakpilot-pwa/docker-compose.yml \
up -d studio-v2"
```
### Python Services (backend, klausur-service, voice-service)
```bash
# Build mit requirements.txt
ssh macmini "/usr/local/bin/docker compose \
-f /Users/benjaminadmin/Projekte/breakpilot-pwa/docker-compose.yml \
build klausur-service && \
/usr/local/bin/docker compose \
-f /Users/benjaminadmin/Projekte/breakpilot-pwa/docker-compose.yml \
up -d klausur-service"
```
### Go Services (consent-service, ai-compliance-sdk)
```bash
# Multi-stage Build (Go → Alpine)
ssh macmini "/usr/local/bin/docker compose \
-f /Users/benjaminadmin/Projekte/breakpilot-pwa/docker-compose.yml \
build --no-cache consent-service && \
/usr/local/bin/docker compose \
-f /Users/benjaminadmin/Projekte/breakpilot-pwa/docker-compose.yml \
up -d consent-service"
```
### MkDocs Dokumentation
```bash
# Build & Deploy
ssh macmini "/usr/local/bin/docker compose \
-f /Users/benjaminadmin/Projekte/breakpilot-pwa/docker-compose.yml \
build --no-cache docs && \
/usr/local/bin/docker compose \
-f /Users/benjaminadmin/Projekte/breakpilot-pwa/docker-compose.yml \
up -d docs"
# Verfügbar unter: http://macmini:8009
```
## Health Checks
### Service-Status prüfen
```bash
# Alle Container-Status
ssh macmini "docker ps --format 'table {{.Names}}\t{{.Status}}\t{{.Ports}}'"
# Health-Endpoints prüfen
curl -s http://macmini:8000/health
curl -s http://macmini:8081/health
curl -s http://macmini:8086/health
curl -s http://macmini:8090/health
```
### Logs analysieren
```bash
# Letzte 100 Zeilen
ssh macmini "docker logs --tail 100 breakpilot-pwa-backend-1"
# Live-Logs folgen
ssh macmini "docker logs -f breakpilot-pwa-backend-1"
```
## Rollback
### Container auf vorherige Version zurücksetzen
```bash
# 1. Aktuelles Image taggen
ssh macmini "docker tag breakpilot-pwa-backend:latest breakpilot-pwa-backend:backup"
# 2. Altes Image deployen
ssh macmini "/usr/local/bin/docker compose \
-f /Users/benjaminadmin/Projekte/breakpilot-pwa/docker-compose.yml \
up -d backend"
# 3. Bei Problemen: Backup wiederherstellen
ssh macmini "docker tag breakpilot-pwa-backend:backup breakpilot-pwa-backend:latest"
# Auf Mac Mini pullen und bauen
ssh macmini "git -C ~/Projekte/breakpilot-compliance pull --no-rebase origin main"
ssh macmini "/usr/local/bin/docker compose -f ~/Projekte/breakpilot-compliance/docker-compose.yml build --no-cache <service>"
ssh macmini "/usr/local/bin/docker compose -f ~/Projekte/breakpilot-compliance/docker-compose.yml up -d <service>"
```
## Troubleshooting
### Container startet nicht
### CI-Status pruefen
```bash
# 1. Logs prüfen
ssh macmini "docker logs breakpilot-pwa-<service>-1"
# 2. Container manuell starten für Debug-Output
ssh macmini "docker compose -f .../docker-compose.yml run --rm <service>"
# 3. In Container einloggen
ssh macmini "docker exec -it breakpilot-pwa-<service>-1 /bin/sh"
# Im Browser:
# https://gitea.meghsakha.com/Benjamin_Boenisch/breakpilot-compliance/actions
```
### Port bereits belegt
### Container-Logs (lokal)
```bash
# Port-Belegung prüfen
ssh macmini "lsof -i :8000"
# Container mit dem Port finden
ssh macmini "docker ps --filter publish=8000"
ssh macmini "/usr/local/bin/docker logs -f bp-compliance-<service>"
```
### Build-Fehler
```bash
# Cache komplett leeren
ssh macmini "docker builder prune -a"
# Ohne Cache bauen
ssh macmini "docker compose build --no-cache <service>"
```
## Monitoring
### Resource-Nutzung
```bash
# CPU/Memory aller Container
ssh macmini "docker stats --no-stream"
# Disk-Nutzung
ssh macmini "docker system df"
```
### Cleanup
```bash
# Ungenutzte Images/Container entfernen
ssh macmini "docker system prune -a --volumes"
# Nur dangling Images
ssh macmini "docker image prune"
```
## Umgebungsvariablen
Umgebungsvariablen werden über `.env` Dateien und docker-compose.yml verwaltet:
```yaml
# docker-compose.yml
services:
backend:
environment:
- DATABASE_URL=postgresql://...
- REDIS_URL=redis://valkey:6379
- SECRET_KEY=${SECRET_KEY}
```
**Wichtig**: Sensible Werte niemals in Git committen. Stattdessen:
- `.env` Datei auf dem Server pflegen
- Secrets über HashiCorp Vault (siehe unten)
## Woodpecker CI - Automatisierte OAuth Integration
### Überblick
Die OAuth-Integration zwischen Woodpecker CI und Gitea ist **vollständig automatisiert**. Credentials werden in HashiCorp Vault gespeichert und bei Bedarf automatisch regeneriert.
!!! info "Warum automatisiert?"
Diese Automatisierung ist eine DevSecOps Best Practice:
- **Infrastructure-as-Code**: Alles ist reproduzierbar
- **Disaster Recovery**: Verlorene Credentials können automatisch regeneriert werden
- **Security**: Secrets werden zentral in Vault verwaltet
- **Onboarding**: Neue Entwickler müssen nichts manuell konfigurieren
### Architektur
```
┌─────────────────────────────────────────────────────────────────┐
│ Mac Mini Server │
│ │
│ ┌───────────────┐ OAuth 2.0 ┌───────────────┐ │
│ │ Gitea │ ←─────────────────────────→│ Woodpecker │ │
│ │ (Port 3003) │ Client ID + Secret │ (Port 8090) │ │
│ └───────────────┘ └───────────────┘ │
│ │ │ │
│ │ OAuth App │ Env Vars│
│ │ (DB: oauth2_application) │ │
│ │ │ │
│ ▼ ▼ │
│ ┌───────────────────────────────────────────────────────────┐ │
│ │ HashiCorp Vault (Port 8200) │ │
│ │ │ │
│ │ secret/cicd/woodpecker: │ │
│ │ - gitea_client_id │ │
│ │ - gitea_client_secret │ │
│ │ │ │
│ │ secret/cicd/api-tokens: │ │
│ │ - gitea_token (für API-Zugriff) │ │
│ │ - woodpecker_token (für Pipeline-Trigger) │ │
│ └───────────────────────────────────────────────────────────┘ │
└─────────────────────────────────────────────────────────────────┘
```
### Credentials-Speicherorte
| Ort | Pfad | Inhalt |
|-----|------|--------|
| **HashiCorp Vault** | `secret/cicd/woodpecker` | Client ID + Secret (Quelle der Wahrheit) |
| **.env Datei** | `WOODPECKER_GITEA_CLIENT/SECRET` | Für Docker Compose (aus Vault geladen) |
| **Gitea PostgreSQL** | `oauth2_application` Tabelle | OAuth App Registration (gehashtes Secret) |
### Troubleshooting: OAuth Fehler
Falls der Fehler "Client ID not registered" oder "user does not exist [uid: 0]" auftritt:
```bash
# Option 1: Automatisches Regenerieren (empfohlen)
./scripts/sync-woodpecker-credentials.sh --regenerate
# Option 2: Manuelles Vorgehen
# 1. Credentials aus Vault laden
vault kv get secret/cicd/woodpecker
# 2. .env aktualisieren
WOODPECKER_GITEA_CLIENT=<client_id>
WOODPECKER_GITEA_SECRET=<client_secret>
# 3. Zu Mac Mini synchronisieren
rsync .env macmini:~/Projekte/breakpilot-pwa/
# 4. Woodpecker neu starten
ssh macmini "cd ~/Projekte/breakpilot-pwa && \
docker compose up -d --force-recreate woodpecker-server"
```
### Das Sync-Script
Das Script `scripts/sync-woodpecker-credentials.sh` automatisiert den gesamten Prozess:
```bash
# Credentials aus Vault laden und .env aktualisieren
./scripts/sync-woodpecker-credentials.sh
# Neue Credentials generieren (OAuth App in Gitea + Vault + .env)
./scripts/sync-woodpecker-credentials.sh --regenerate
```
Was das Script macht:
1. **Liest** die aktuellen Credentials aus Vault
2. **Aktualisiert** die .env Datei automatisch
3. **Bei `--regenerate`**:
- Löscht alte OAuth Apps in Gitea
- Erstellt neue OAuth App mit neuem Client ID/Secret
- Speichert Credentials in Vault
- Aktualisiert .env
### Vault-Zugriff
```bash
# Vault Token (Development)
export VAULT_TOKEN=breakpilot-dev-token
# Credentials lesen
docker exec -e VAULT_TOKEN=$VAULT_TOKEN breakpilot-pwa-vault \
vault kv get secret/cicd/woodpecker
# Credentials setzen
docker exec -e VAULT_TOKEN=$VAULT_TOKEN breakpilot-pwa-vault \
vault kv put secret/cicd/woodpecker \
gitea_client_id="..." \
gitea_client_secret="..."
```
### Services neustarten nach Credentials-Änderung
```bash
# Wichtig: --force-recreate um neue Env Vars zu laden
cd /Users/benjaminadmin/Projekte/breakpilot-pwa
docker compose up -d --force-recreate woodpecker-server
# Logs prüfen
docker logs breakpilot-pwa-woodpecker-server --tail 50
# Lokalen Build-Cache leeren
ssh macmini "/usr/local/bin/docker builder prune -a"
```

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@@ -64,131 +64,39 @@ Module die Compliance-Kunden im SDK sehen und nutzen:
| **Document Crawler** | Automatisches Crawling von Rechtstexten | /sdk/document-crawler |
| **Advisory Board** | KI-Compliance-Beirat | /sdk/advisory-board |
## Admin-Module (Plattform-Verwaltung)
Interne Tools fuer die BreakPilot-Plattformverwaltung:
| Modul | Beschreibung | Frontend |
|-------|--------------|----------|
| **Katalogverwaltung** | SDK-Kataloge & Auswahltabellen | /dashboard/catalog-manager |
| **Mandantenverwaltung** | B2B-Kundenverwaltung & Mandanten | /dashboard/multi-tenant |
| **SSO-Konfiguration** | Single Sign-On & Authentifizierung | /dashboard/sso |
| **DSB Portal** | Datenschutzbeauftragter-Arbeitsbereich | /dashboard/dsb-portal |
---
## URLs
### Production (Coolify-deployed)
| URL | Service | Beschreibung |
|-----|---------|--------------|
| https://macmini:3007/ | Admin Compliance | Compliance-Dashboard |
| https://macmini:3006/ | Developer Portal | API-Dokumentation |
| https://macmini:8002/ | Backend API | Compliance REST API |
| https://macmini:8093/ | AI SDK API | SDK Backend-API |
| https://admin-dev.breakpilot.ai/ | Admin Compliance | Compliance-Dashboard |
| https://developers-dev.breakpilot.ai/ | Developer Portal | API-Dokumentation |
| https://api-dev.breakpilot.ai/ | Backend API | Compliance REST API |
| https://sdk-dev.breakpilot.ai/ | AI SDK API | SDK Backend-API |
### SDK-Module (Admin Compliance)
### Lokal (Mac Mini — nur Dev/Tests)
| URL | Modul |
|-----|-------|
| https://macmini:3007/sdk | SDK Uebersicht |
| https://macmini:3007/sdk/requirements | Requirements |
| https://macmini:3007/sdk/controls | Controls |
| https://macmini:3007/sdk/evidence | Evidence |
| https://macmini:3007/sdk/risks | Risk Matrix |
| https://macmini:3007/sdk/ai-act | AI Act |
| https://macmini:3007/sdk/audit-checklist | Audit Checklist |
| https://macmini:3007/sdk/audit-report | Audit Report |
| https://macmini:3007/sdk/obligations | Obligations v2 |
| https://macmini:3007/sdk/iace | IACE (CE-Risikobeurteilung) |
| https://macmini:3007/sdk/import | Document Import |
| https://macmini:3007/sdk/screening | System Screening |
| https://macmini:3007/sdk/rag | RAG/Quellen |
| https://macmini:3007/sdk/tom | TOM |
| https://macmini:3007/sdk/dsfa | DSFA |
| https://macmini:3007/sdk/vvt | VVT |
| https://macmini:3007/sdk/loeschfristen | Loeschfristen |
| https://macmini:3007/sdk/email-templates | E-Mail-Templates |
| https://macmini:3007/sdk/academy | Academy |
| https://macmini:3007/sdk/training | Training Engine |
| https://macmini:3007/sdk/whistleblower | Whistleblower |
| https://macmini:3007/sdk/incidents | Incidents |
| https://macmini:3007/sdk/reporting | Reporting |
| https://macmini:3007/sdk/vendor-compliance | Vendor Compliance |
| https://macmini:3007/sdk/industry-templates | Branchenvorlagen |
| https://macmini:3007/sdk/document-crawler | Document Crawler |
| https://macmini:3007/sdk/advisory-board | Advisory Board |
### Admin-Module (Dashboard)
| URL | Modul |
|-----|-------|
| https://macmini:3007/dashboard | Dashboard |
| https://macmini:3007/dashboard/catalog-manager | Katalogverwaltung |
| https://macmini:3007/dashboard/multi-tenant | Mandantenverwaltung |
| https://macmini:3007/dashboard/sso | SSO-Konfiguration |
| https://macmini:3007/dashboard/dsb-portal | DSB Portal |
---
## Abhaengigkeiten zu Core
Compliance-Services nutzen folgende Core-Infrastruktur:
| Core Service | Genutzt von | Zweck |
|-------------|-------------|-------|
| PostgreSQL (46.225.100.82:54321, extern) | Alle | Compliance-Datenbank (Hetzner/meghshakka, TLS) |
| Valkey (6379) | Backend, Admin | Session Cache |
| Vault (8200) | Alle | Secrets Management |
| Qdrant (qdrant-dev.breakpilot.ai) | AI SDK, Document Crawler | Vector-Suche (gehostet, API-Key) |
| Hetzner Object Storage | TTS Service, Document Crawler | Datei-Storage (S3-kompatibel) |
| Embedding (8087) | AI SDK | Text-Embeddings |
| RAG Service (8097) | AI SDK | Retrieval Augmented Generation |
| Nginx | Alle | HTTPS Reverse Proxy |
---
## Services-Dokumentation
- [AI Compliance SDK](services/ai-compliance-sdk/index.md)
- [Architektur](services/ai-compliance-sdk/ARCHITECTURE.md)
- [Developer Guide](services/ai-compliance-sdk/DEVELOPER.md)
- [Auditor-Dokumentation](services/ai-compliance-sdk/AUDITOR_DOCUMENTATION.md)
- [SBOM](services/ai-compliance-sdk/SBOM.md)
- [Document Crawler](services/document-crawler/index.md)
- SDK-Module:
- [Analyse-Module (Paket 2)](services/sdk-modules/analyse-module.md) — Requirements, Controls, Evidence, Risk Matrix, AI Act, Audit Checklist, Audit Report
- [Dokumentations-Module (Paket 3+)](services/sdk-modules/dokumentations-module.md) — VVT, Source Policy, Document Generator, Audit Checklist, Training Engine
- [DSFA (Art. 35 DSGVO)](services/sdk-modules/dsfa.md) — vollständig backend-persistent, Migration 024
- [Rechtliche Texte (Paket 4)](services/sdk-modules/rechtliche-texte.md) — Einwilligungen, Consent, Cookie Banner, Workflow
- [Academy](services/sdk-modules/academy.md)
- [Whistleblower](services/sdk-modules/whistleblower.md)
- [Incidents](services/sdk-modules/incidents.md)
- [Reporting](services/sdk-modules/reporting.md)
- [Vendors](services/sdk-modules/vendors.md)
- [Industry Templates](services/sdk-modules/industry-templates.md)
- [Document Crawler](services/sdk-modules/document-crawler.md)
- [Advisory Board](services/sdk-modules/advisory-board.md)
- [DSB Portal](services/sdk-modules/dsb-portal.md)
## Entwicklung
- [Testing](development/testing.md)
- [Dokumentation](development/documentation.md)
- [CI/CD Pipeline](development/ci-cd-pipeline.md)
| URL | Service |
|-----|---------|
| https://macmini:3007/ | Admin Compliance |
| https://macmini:3006/ | Developer Portal |
| https://macmini:8002/ | Backend API |
| https://macmini:8093/ | AI SDK API |
---
## Deployment
```bash
# Voraussetzung: breakpilot-core muss laufen
# Production (Coolify — Standardweg):
git push origin main && git push gitea main
# Coolify baut und deployt automatisch.
# Alle Compliance-Services starten
# Lokal (Mac Mini — nur Dev/Tests):
docker compose -f breakpilot-compliance/docker-compose.yml up -d
# Einzelnen Service neu bauen
docker compose -f breakpilot-compliance/docker-compose.yml build --no-cache <service>
docker compose -f breakpilot-compliance/docker-compose.yml up -d <service>
```
---
@@ -203,3 +111,17 @@ git push origin main && git push gitea main
# origin: http://macmini:3003/pilotadmin/breakpilot-compliance.git
# gitea: git@gitea.meghsakha.com:Benjamin_Boenisch/breakpilot-compliance.git
```
---
## Services-Dokumentation
- [AI Compliance SDK](services/ai-compliance-sdk/index.md)
- [Document Crawler](services/document-crawler/index.md)
- SDK-Module: siehe Unterverzeichnisse
## Entwicklung
- [Testing](development/testing.md)
- [Dokumentation](development/documentation.md)
- [CI/CD Pipeline](development/ci-cd-pipeline.md)