diff --git a/week1.md b/week1.md
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--- a/week1.md
+++ b/week1.md
@@ -1,4 +1,4 @@
-## Project Context: PetCLinic  Microservices -> AWS
+# Project Context: PetCLinic  Microservices -> AWS
 
 ## Context and Scope
 
@@ -121,7 +121,7 @@ This project will migrate the Spring PetClinic Microservices demo from its local
 	- Security
 	- Resilience
 	- Observability
-- Assignments:
+#### Assignments:
 
 | Role | Responsibilities |
 |----|----|
@@ -135,8 +135,141 @@ This project will migrate the Spring PetClinic Microservices demo from its local
 
 ### Source Code
 
-- Architecture Type: Microservices deployed via containers, managed by ECS/EKS, behind an AWS Application Load Balancer (ALB).
+- Architecture Type: Microservices deployed via containers, managed by ECS, behind an AWS Application Load Balancer (ALB).
 - Review via pull request process:
 	- All commits merged via PRs.
 	- Peer review required before merging.
-- Vaildation: Run tests during pipeline build
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+- Vaildation: Run tests during pipeline build
+
+## CI/CD
+
+- Goal: Automate the entire software delivery process for all PetClinic microservices via Jenkins
+
+### Development Cycle Stages
+
+| Stage | Description |
+|----|----|
+| **01. Code & Merge** | Developer writes code and merges it with the staging branch |
+| **02. Build** | Compile, resolve dependencies |
+| **03. Unit Test** | Run service-level tests |
+| **04. Containerize** | Build Docker image for service |
+| **05. Security Scan** | Security validation via Trivy |
+| **06. Push to Registry** | Push validated image |
+| **07. Deploy to Staging** | Deploy for validation |
+| **08. Integration tests** | Validate service communication|
+| **09. Deploy to Production** | Promote validated build |
+| **11. Observability Check** | Validate monitoring and alerts |
+
+### Jobs and environments
+
+- Each microservices has his own Jenkins pipeline
+
+| Environment | Purpose | Infrastructure | Notes |
+|----|----|----|----|
+| **Development (Local)** | Local testing, feature validation | Docker Compose | Developer workstations |
+| **Staging (AWS)** | Integration and pre-prod testing | ECS/EKS (staging cluster), RDS (test DB) | Mirrors production |
+| **Production (AWS)** | Live system | ECS/EKS (prod cluster), RDS (prod DB) | Monitored|
+
+ ## Storage
+
+ ### 1. Database (RDBMS)
+
+- Service: Amazon RDS (MySQL)
+- IOPS: 3,000–6,000 (gp3 default) or provisioned as needed
+- Volume: 20 GB per microservice schema
+- Backup: Automated daily snapshots (14 day retention)
+
+### 2. Block Storage
+
+- Service: Amazon EBS (gp3)
+- Use: EC2-hosted Jenkins, logs, or stateful containers
+- IOPS: 3,000 baseline
+- Backup: Not necessary
+
+### 3. Object Storage
+
+- Service: Amazon S3
+- Use: Logs, backups, images
+- Performance: Standard or Infrequent Access tiers
+- Backup: Cross-region replication or versioning enabled
+
+## Data
+
+### 1. Location
+- Eu-central-1 region
+- Place database (RDS) and services in the same region and AZs for low latency.
+
+### 2. Replication / Distribution
+| Data Type | Replication / Distribution Strategy |
+|----|----|
+| **RDS (Postgres/MySQL)** | Multi-AZ synchronous replication |
+| **S3 (images, artifacts)** | Automatic cross-AZ durability |
+
+### 3. Links / Access
+
+| Access type | Route|
+|----|----|
+| **Internal** | Microservices access RDS via private VPC links. |
+| | Images in S3 accessed via IAM roles or pre-signed URLs. |
+| **External** | ALB routes external requests. |
+| | HTTPS enforced for secure data transfer. |
+
+## Network
+
+### Location
+
+- Eu-central-1 region
+- Deploy services across multiple AZs for high availability.
+- All microservices, databases, and supporting infrastructure live inside a single VPC.
+- Isolate the network from public internet by default
+
+### Network Segmentation & Filtering
+ - Public subnets: For ALB ,NAT gateway if needed.
+ - Private subnets: For ECS/EKS tasks, RDS, Config Server, and internal microservices.
+ - Security groups: Service-specific firewall rules
+ - Tweak default ACLs if necessary
+
+ ### Addressing
+
+- VPC: `10.0.0.0/16`
+- Public subnet: `10.0.1.0/24`
+- Private subnet: `10.0.2.0/24`
+- Every service/database gets a internal IP in the private subnet
+- Only load balancer or NAT gateway have public IP
+
+## Compute
+
+### Nodes
+
+| Environment | Nodes | Notes |
+|----|----|----|
+| **Staging** | 3 ECS container instances (EC2) | Handles staging microservices, mirrors production setup                                |
+| **Production / Live** | 3 ECS container instances (EC2) | Fixed-size cluster, no autoscaling to reduce costs |
+| **Scalability** | N/A for autoscaling | Fixed node count to reduce cost but still allow horizontal scaling via ECS task count or manual node addition. |
+
+### Container Management
+
+#### Container Registry:
+- Amazon ECR for all microservice Docker images.
+- Each microservice image tagged by Git commit SHA.
+
+#### Microservice Packaging:
+
+- Dockerized images for each service.
+- Multi-stage Docker builds to reduce image size.
+
+#### Deployment Strategy:
+
+- ECS tasks run one or more containers per node.
+- Service definitions ensure each microservice has the desired number of tasks.
+- Jenkins updates ECS service definition after build.
+
+### ECS Orchestration
+
+#### Cluster Setup:
+- One ECS cluster per environment (staging and production).
+- EC2 launch type for fixed nodes.
+
+#### Service Definitions:
+- Each microservice has an ECS service with a desired task count.
+- Service linked to ALB .
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