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+# Ghaymah Cloud – Complete Feature & Program Guide
+> بسم الله الرحمن الرحيم
+> Zero-ops serverless cloud for the Arab world; reliable, sovereign, AI-ready.
+---
+## 1. Core Compute & Runtime
+| Item | Description |
+|------|-------------|
+| **Container Runtime** | Fully OCI-compliant (`gcrun`). Any Docker image. |
+| **App Sizes** | 256 MiB–16 GiB RAM, 1–8 vCPU; g1 → g6 classes. |
+| **Zero-Downtime Deploys** | Blue-green, canary, rolling or immediate via `gy r a launch`. |
+| **Graceful Shutdown Chain** | SIGTERM → SIGKILL with configurable grace period. |
+---
+## 2. Global Networking
+| What You Get | How It Works |
+|--------------|--------------|
+| **SSL & Hostnames** | `*.hosted.ghaymah.systems` by default. Automatic TLS, issued by our CA via cert-manager. Drag-and-drop your own custom domain later if you like. |
+| **Health & Retry** | HTTP or TCP probes decide who’s live; down-nodes instantly fall out of rotation.
+---
+## 3. Concurrency & Sizing
+| knob | what it does | how fast |
+|------|--------------|----------|
+| `count:` | number of identical instances you want | 1 click, 20 s |
+| `size:` | CPU / RAM ratio (ρ, ρ-m, ρ-l, ρ-xl) | rolling restart, ~10 s |
+| concurrent deploy | keeps 20 % of old pods up while new ones start | gradual switch |
+---
+## 4. Observability
+| Layer | Tool |
+|-------|------|
+| **Logs** | JSON, auto trace-id injection, 30-day retention. |
+| **RasidAI Monitoring** | Real-time monitoring and security for your applications. |
+---
+## 6. GitOps & Tooling
+- **CLI** – `curl -sSl https://cli.ghaymah.systems/install.sh | bash`
+- **GitHub & GitLab Actions** – `gy r a launch` & status checks.
+- **Multiple Registries** – ghcr.io, DockerHub, ECR, Harbor.
+- **Internal Docker Registry** – Secure, private registry for container images with integrated vulnerability scanning.
+- **Ghaymah Cloud Builder** – Automatic Dockerfile building and registry pushing. Just provide your source code.
+---
+## 7. GenAI & LLMs-on-Demand
+| Endpoint | Models Available | Notes |
+|----------|------------------|-------|
+| `/v1/ai/chat` | Kimi-K2-Instruc, GLM-4.5-Air,Qwen/Qwen3-32B,DeepSeek-V3-0324,QwQ-32B |
+---
+## 8. ghaymah-serverless-vector store
+| Feature | Detail |
+|---------|--------|
+| **Core Engine** | Serverless architecture with HNSW indexing, built on a scalable S3-backed columnar storage. |
+| **Dimensions** | Supports 128 to 8192 dimensions with options for quantization (INT8, FP16) or raw FP32 vectors. |
+| **Endpoints** | REST API for easy integration. |
+| **Tier** | Free tier available with 10,000 vectors. |
+---
+
+## 9. ghaymah Training & Courses
+📚 **Learning Portal**: [learn.ghaymah.dev](https://learn.ghaymah.dev)
+### Course Catalog
+| Track | Duration | Level | Certificate | Delivery Mode | Key Topics Covered |
+|-------|----------|-------|-------------|---------------|-------------------|
+| **Cloud Fundamentals** | 6 weeks | Beginner | ✅ Verified | Online | Cloud architecture basics, service models (IaaS/PaaS/SaaS), virtualization, networking fundamentals |
+| **DevOps Engineering** | 10 weeks | Intermediate | ✅ Professional | Online | Infrastructure as Code (IaC), containerization (Docker/K8s), monitoring, automation tools |
+| **CI/CD Pipeline Mastery** | 8 weeks | Advanced | ✅ Specialized | Online | Jenkins/GitLab CI, artifact management, deployment strategies, testing automation |
+| **Cloud-Native DevOps** | 12 weeks | Advanced | ✅ Expert | Online | Microservices architecture, serverless patterns, cloud security, multi-cloud strategies |
+| **n8n Automation** | 8 hours | Beginner | - | Online | Workflow automation, API integrations, n8n nodes and expressions, error handling, deployment strategies |
+
+## 10. ghaymah Startup Program
+🚀 **For pre-seed & seed startups in MENA**
+| Benefit | Value | How to Qualify |
+|---------|-------|----------------|
+| Cloud Credits | Valid 12 months | < 2 years old OR ≤ 50 k USD funding |
+| **Dedicated Solution Architect** | 1-on-1 weekly office hours | Arabic-speaking |
+| **GenAI Founders Pack** | 2 M tokens / mo credit for 6 mo | Demo uses AI or vector search |
+| **Marketing Spotlight** | Featured on ghaymah.systems & regional events | Customer story permission |
+---
+## 12. Accountability & Compliance
+- **Uptime SLA** – 99.9 % per region (credits if breached)
+---
+## 13. Getting Started Fast
+**Sign-up**: [deploy.ghaymah.systems](https://deploy.ghaymah.systems)
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