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Showing posts with label Docker. Show all posts
Showing posts with label Docker. Show all posts

2 Nov 2025

🐧 Linux Shell Scripting for Beginners – Complete Tutorial Series.

  • A 13-part practical shell scripting course for DevOps and Middleware Engineers.

πŸ’‘ How This Tutorial Series Will Help You

  • ✔ Build a strong foundation in Linux Shell scripting — from basics to automation.
  • ✔ Automate daily Middleware and DevOps tasks: monitoring, backups, and log management.
  • ✔ Write scripts for Middleware platforms like Tomcat, Jenkins, and WebSphere.
  • ✔ Debug, schedule, and manage production-ready shell scripts confidently.
  • ✔ Perfect for Sysadmins, Middleware, and DevOps Engineers upgrading to Cloud roles.

πŸ“š Complete Course Index

🐚 Part 1: What is a Variable?
Learn how variables store data and simplify automation scripts. Foundation of all shell logic.
πŸ“₯ Part 2: Reading User Input in Shell
Make interactive scripts using read command with Jenkins and Tomcat examples.
Use decision-making in your scripts with examples checking files, services, and network health.
Automate repetitive DevOps tasks like log cleanup, backups, and status monitoring.
Write modular, reusable functions — restart Tomcat or back up Jenkins in one click.
πŸ“¦ Part 6: Arrays & Arguments
Store multiple values, manage user inputs, and process server lists in scripts.
πŸ“ Part 7: File Handling in Shell
Learn how to read, write, append, and handle configuration or log files safely.
πŸ’‘ Part 8: Debugging & Logging
Find and fix script errors, use logs, and enable debug mode for safe execution.
πŸ•’ Part 9: Scheduling & Automation
Use cron and @reboot jobs to run scripts automatically for health checks or backups.
Create a production-ready monitoring script for Tomcat, Jenkins, and NGINX with auto-restart.
🧾 Part 11: Log Management & Rotation
Automate log rotation with logrotate and custom retention scripts for Middleware systems.
Perform automated backup and restore for Jenkins, Tomcat, and WebSphere with rollback support.
Run multiple jobs in parallel, monitor background processes, and speed up automation workflows.

πŸš€ Why MiddlewareBox Shell Scripting Series?

  • ✅ Step-by-step, beginner-friendly explanations.
  • ✅ Each topic includes real DevOps & Middleware context.
  • ✅ Examples with Output and Error handling.
  • ✅ Simple language for better understanding.

✨ Start Learning Now → Part 1: What is a Variable?
& build your own scripts from scratch! πŸ’ͺ

⚙️ Shell Scripting for Beginners – Part 13: Subshells, Process Control & Parallel Execution.

  • Now let's level up and make your shell scripts multitask like a Middleware and DevOps pro.
  • In this part, you'll learn how to run processes in the background, manage subshells, and execute multiple tasks in parallel for faster automation.

πŸ“‘ Table of Contents


1️⃣ What is a Subshell?

A subshell is a new child shell launched from your current shell. It allows running commands in isolation — any variable or environment change inside doesn’t affect the parent shell.

#!/bin/bash
VAR="ParentShell"
( VAR="SubShell"; echo "Inside subshell: $VAR" )
echo "Outside subshell: $VAR"
πŸ’¬ Output:
Inside subshell: SubShell
Outside subshell: ParentShell

2️⃣ Running Commands in the Background

Add & at the end of a command to run it in the background. This allows your script to keep running while other tasks continue behind the scenes.

#!/bin/bash
echo "Starting Jenkins backup..."
tar -czf /opt/backups/jenkins_backup.tar.gz /var/lib/jenkins & 
echo "Backup started in background (PID: $!)"
πŸ’¬ Output:
Starting Jenkins backup...
Backup started in background (PID: 2356)

3️⃣ Managing Jobs

When you run background processes, you can manage them using built-in commands:

  • jobs → List current background jobs
  • fg %1 → Bring job 1 to foreground
  • bg %1 → Resume job 1 in background
  • kill %1 → Kill job 1
#!/bin/bash
long_task() {
  sleep 30 &
}
long_task
jobs
πŸ’¬ Output:
[1]+ Running sleep 30 &

4️⃣ Parallel Execution in DevOps

Let’s say you want to restart multiple Tomcat servers or back up several apps simultaneously. We can use background jobs with a simple for loop.

#!/bin/bash
servers=("devbox" "testbox" "prodbox")
for srv in "${servers[@]}"; do
  echo "Restarting Tomcat on $srv..."
  ssh $srv "systemctl restart tomcat" &
done

wait  # Wait for all background jobs to finish
echo "✅ All Tomcat servers restarted in parallel!"
πŸ’¬ Output:
Restarting Tomcat on devbox...
Restarting Tomcat on testbox...
Restarting Tomcat on prodbox...
✅ All Tomcat servers restarted in parallel!

5️⃣ nohup & disown

Sometimes, you need your scripts to survive terminal disconnections — for instance, a long-running Jenkins restore or DB migration.

#!/bin/bash
nohup ./db_migration.sh > /var/log/db_migration.log 2>&1 &
disown
echo "🧠 DB migration running safely in background, even if you close terminal."
πŸ’¬ Output:
nohup: ignoring input and appending output to 'nohup.out'
🧠 DB migration running safely in background, even if you close terminal.

6️⃣ Real-World DevOps Examples

🧩 Example 1: Parallel Log Collection

#!/bin/bash
servers=("dev" "test" "prod")
for s in "${servers[@]}"; do
  scp $s:/var/log/tomcat/catalina.out /opt/logs/$s.log &
done
wait
echo "✅ Logs collected from all servers."

🧰 Example 2: Monitor Jenkins & Docker in Background

#!/bin/bash
( while true; do pgrep -f jenkins >/dev/null || systemctl restart jenkins; sleep 10; done ) &
( while true; do docker ps | grep -q "webapp" || docker start webapp; sleep 15; done ) &
echo "🩺 Jenkins and Docker monitored in background."

πŸ“¦ Example 3: Run Multiple CI Jobs Simultaneously

#!/bin/bash
for job in build-test build-stage build-prod; do
  curl -s -X POST "http://jenkins.local/job/$job/build" &
done
wait
echo "✅ All Jenkins build jobs triggered in parallel!"

🧠 Pro Tips & Troubleshooting

🧩 Process Control Best Practices

  • Use wait to synchronize parallel tasks before continuing.
  • Log PIDs ($!) to monitor background tasks easily.
  • Redirect background job output to separate log files using > file 2>&1 &.
  • For persistent background services, prefer systemd over manual nohup scripts.

⚙️ Debugging Issues

  • Run ps -ef | grep scriptname to confirm background processes.
  • Use set -x or bash -x script.sh for detailed command tracing.
  • Use trap to clean up child processes on script exit.
  • If parallel SSH commands hang, add -o ConnectTimeout=5 in SSH for safety.

🏁 Summary

  • ✅ Learned to create and manage subshells.
  • ⚙️ Mastered process control using &, jobs, fg, bg, and kill.
  • πŸš€ Ran real-world DevOps tasks in parallel — Jenkins builds, Tomcat restarts, Docker checks.
  • πŸ’‘ Used nohup and disown for persistent automation tasks.

πŸ’Ύ Shell Scripting for Beginners – Part 12: Backup & Restore Automation Project (DevOps & Middleware Edition)

  • Here we'll automate backup and restore tasks for real middleware & DevOps systems like Jenkins, Tomcat, WebSphere, MySQL, Docker, and Apache.
  • Each example includes a working restore script and troubleshooting tips. ⚙️

πŸ“‘ Table of Contents


1️⃣ Jenkins Backup & Restore

#!/bin/bash
JENKINS_HOME="/var/lib/jenkins"
BACKUP_DIR="/opt/backups/jenkins"
mkdir -p $BACKUP_DIR
tar -czf $BACKUP_DIR/jenkins_$(date +%F_%H-%M).tar.gz -C $JENKINS_HOME .
echo "✅ Jenkins backup created in $BACKUP_DIR"

♻️ Restore Jenkins

#!/bin/bash
BACKUP_FILE="/opt/backups/jenkins/jenkins_2025-11-02_02-10.tar.gz"
service jenkins stop
tar -xzf "$BACKUP_FILE" -C /var/lib/jenkins
chown -R jenkins:jenkins /var/lib/jenkins
service jenkins start
echo "♻️ Jenkins restored successfully."

2️⃣ Tomcat Backup & Restore

#!/bin/bash
TOMCAT_HOME="/opt/tomcat"
BACKUP_DIR="/opt/backups/tomcat"
mkdir -p $BACKUP_DIR
tar -czf $BACKUP_DIR/tomcat_$(date +%F).tar.gz $TOMCAT_HOME/webapps $TOMCAT_HOME/conf
echo "πŸ“¦ Tomcat backup completed."

♻️ Restore Tomcat

#!/bin/bash
BACKUP_FILE="/opt/backups/tomcat/tomcat_2025-11-02.tar.gz"
service tomcat stop
tar -xzf "$BACKUP_FILE" -C /
service tomcat start
echo "♻️ Tomcat restored and restarted."

3️⃣ WebSphere Backup & Restore

#!/bin/bash
WAS_PROFILE="/opt/IBM/WebSphere/AppServer/profiles/AppSrv01"
BACKUP_DIR="/opt/backups/websphere"
mkdir -p $BACKUP_DIR
tar -czf $BACKUP_DIR/was_$(date +%F_%H-%M).tar.gz -C $WAS_PROFILE .
echo "πŸ“ WebSphere configuration backup done."

♻️ Restore WebSphere

#!/bin/bash
BACKUP_FILE="/opt/backups/websphere/was_2025-11-02_03-00.tar.gz"
service was stop
tar -xzf "$BACKUP_FILE" -C /opt/IBM/WebSphere/AppServer/profiles/AppSrv01
service was start
echo "♻️ WebSphere restored successfully."

4️⃣ MySQL Database Backup & Restore

#!/bin/bash
DB="middlewaredb"
USER="root"
PASS="Secret123"
BACKUP_DIR="/opt/backups/mysql"
mkdir -p $BACKUP_DIR
mysqldump -u $USER -p$PASS $DB > $BACKUP_DIR/${DB}_$(date +%F).sql
gzip $BACKUP_DIR/${DB}_$(date +%F).sql
echo "πŸ—„️ MySQL backup completed."

♻️ Restore MySQL

#!/bin/bash
BACKUP_FILE="/opt/backups/mysql/middlewaredb_2025-11-02.sql.gz"
gunzip "$BACKUP_FILE"
mysql -u root -pSecret123 middlewaredb < /opt/backups/mysql/middlewaredb_2025-11-02.sql
echo "✅ Database restored successfully."

5️⃣ Docker Containers Backup & Restore

#!/bin/bash
BACKUP_DIR="/opt/backups/docker"
mkdir -p $BACKUP_DIR
for cid in $(docker ps -q); do
  cname=$(docker inspect --format='{{.Name}}' $cid | cut -d'/' -f2)
  docker export $cid > $BACKUP_DIR/${cname}_$(date +%F).tar
done
echo "🐳 Docker containers exported successfully."

♻️ Restore Docker Container

#!/bin/bash
BACKUP_FILE="/opt/backups/docker/myapp_2025-11-02.tar"
docker import "$BACKUP_FILE" myapp_restored:latest
docker run -d --name myapp_restored myapp_restored:latest
echo "♻️ Docker container restored and running."

6️⃣ Apache Webserver Backup & Restore

#!/bin/bash
BACKUP_DIR="/opt/backups/apache"
mkdir -p $BACKUP_DIR
tar -czf $BACKUP_DIR/apache_$(date +%F).tar.gz /etc/apache2 /var/www/html /etc/ssl
echo "🌐 Apache configuration, website, and SSL backed up."

♻️ Restore Apache

#!/bin/bash
BACKUP_FILE="/opt/backups/apache/apache_2025-11-02.tar.gz"
tar -xzf "$BACKUP_FILE" -C /
service apache2 restart
echo "✅ Apache restored and running."

7️⃣ Automating Backups

Schedule automatic backups using cron so your systems stay protected 24×7.

# Run daily at 2 AM
0 2 * * * /opt/scripts/backup_all.sh >> /var/log/backup_all.log 2>&1

# Run on every reboot
@reboot /opt/scripts/backup_all.sh >> /var/log/backup_boot.log 2>&1
πŸ’¬ Output:
[CRON] Scheduled backup started…
✅ Jenkins, Tomcat, WebSphere, MySQL, Docker, Apache backed up successfully.

🧠 Pro Tips & Troubleshooting

✅ General Best Practices

  • Use a dedicated /opt/backups partition or NFS mount to avoid filling system drives.
  • Compress large backups with gzip or zstd [Developed by Meta] for better space efficiency.
  • Store daily, weekly, and monthly copies separately (retention policy).
  • Automate restores in a test environment weekly to ensure recovery works.

⚙️ Troubleshooting Common Issues

  • Permission Denied: Run backups as sudo or fix ownership using chown.
  • πŸ“¦ Disk Full: Use df -h to check space before backup. Add cleanup logic for old files.
  • 🧾 Log Rotation: Add logrotate entry to keep backup logs small and readable.

🏁 Summary

  • ✅ Full backup & restore automation for all major middleware and DevOps tools.
  • 🧩 Scripts are modular, reusable, and easy to integrate in CI/CD pipelines.
  • ⚙️ Cron ensures zero manual intervention for daily protection.

1 Nov 2025

🧾 Shell Scripting for Beginners – Part 11: Log Management & Rotation for Middleware & DevOps Projects

  • Logs are the heartbeat of your servers πŸ’“ — but if left unmanaged, they'll crash your systems.
  • In this part, you'll learn how to clean, compress, and rotate logs for Tomcat, Jenkins, Apache, Docker, Kubernetes, and system services using shell scripts and logrotate.

πŸ“‘ Table of Contents


1️⃣ Log Cleanup Scripts

#!/bin/bash
# Delete logs older than 7 days for Tomcat & Jenkins
find /opt/tomcat/logs/ -type f -name "*.log" -mtime +7 -exec rm -f {} \;
find /var/log/jenkins/ -type f -name "*.log" -mtime +7 -exec rm -f {} \;
echo "🧹 Tomcat & Jenkins logs older than 7 days removed!"
πŸ’¬ Output:
🧹 Tomcat & Jenkins logs older than 7 days removed!

2️⃣ Apache & Middleware Examples

#!/bin/bash
ARCHIVE="/opt/log_archive/apache"
mkdir -p $ARCHIVE
find /var/log/apache2/ -type f -name "*.log" -mtime +3 -exec gzip {} \;
mv /var/log/apache2/*.gz $ARCHIVE 2>/dev/null
echo "πŸ“¦ Apache logs compressed and archived in $ARCHIVE"
πŸ’¬ Output:
πŸ“¦ Apache logs compressed and archived in /opt/log_archive/apache

3️⃣ Docker & Kubernetes Log Cleanup

#!/bin/bash
echo "🐳 Cleaning Docker & K8s logs..."
docker system prune -af
find /var/log/containers/ -type f -name "*.log" -mtime +5 -exec rm -f {} \;
echo "✅ Docker and Kubernetes logs cleaned!"
πŸ’¬ Output:
✅ Docker and Kubernetes logs cleaned!

4️⃣ logrotate Configuration

# /etc/logrotate.d/devops-services
/opt/tomcat/logs/*.log
/var/log/apache2/*.log
/var/lib/jenkins/logs/*.log
/var/log/docker/*.log {
    weekly
    rotate 6
    compress
    missingok
    notifempty
    sharedscripts
    postrotate
        systemctl reload apache2 2>/dev/null || true
        systemctl restart tomcat 2>/dev/null || true
    endscript
}
πŸ’¬ Result:
πŸ” Logs for Apache, Tomcat, Jenkins, and Docker will rotate weekly and auto-restart services.

5️⃣ How to Run & Test logrotate

Once your config is ready, you can run logrotate manually or let cron handle it.

🧠 Step 1 – Check Syntax of Your Config

sudo logrotate -d /etc/logrotate.d/devops-services
πŸ’¬ Output:
Reading config file /etc/logrotate.d/devops-services
Handling /opt/tomcat/logs/*.log
Handling /var/log/apache2/*.log
**dry-run mode (no rotation performed)**

⚙️ Step 2 – Run logrotate Manually

sudo logrotate -f /etc/logrotate.d/devops-services
πŸ’¬ Output:
Rotating logs for Tomcat, Apache, Jenkins...
Compression complete.
Rotation successful ✅

⏰ Step 3 – Schedule via Cron (Daily or Weekly)

# /etc/cron.daily/logrotate
/usr/sbin/logrotate /etc/logrotate.conf

πŸ’‘ By default, most Linux systems already run logrotate daily using this cron job. You can verify the last run log at /var/lib/logrotate/status.


🏁 Summary

  • ✅ Cleaned and archived logs for Tomcat, Jenkins, Apache, Docker, and K8s.
  • ✅ Created unified logrotate configuration.
  • ✅ Learned to manually test (-d) and force-run (-f) logrotate.
  • ✅ Automated rotation through cron for 24×7 log hygiene.

🎯Shell Scripting for Beginners – Part 10: Middleware Health Monitoring Project (Mixed Example).

  • This is our final, beginner-friendly project 🎯 — where we'll combine everything you've learned: variables, if-else, loops, functions, logging, and cron automation.
  • Let's create a simple Middleware Health Monitoring script that checks Tomcat, Jenkins, Docker, MySQL, and SSL expiry.

πŸ“‘ Table of Contents


1️⃣ Overview

This script uses:

  • Variables – store names, logs, and domains.
  • Functions – reusable checks for each service.
  • If-Else – to decide if a service needs restart.
  • For loop – to check multiple Docker containers.
  • While loop – to retry connection.
  • Logs – write output to a file.

2️⃣ Full Middleware Health Monitoring Script

#!/bin/bash
# MiddlewareBox - Simple Health Monitor

LOG="/var/log/middleware_health.log"
domain="middlewarebox.com"
echo "===== Middleware Health Check =====" >> $LOG
date >> $LOG

# --- Function to check Tomcat ---
check_tomcat() {
  echo "Checking Tomcat..."
  if pgrep -f "org.apache.catalina.startup.Bootstrap" > /dev/null; then
     echo "✅ Tomcat is running" | tee -a $LOG
  else
     echo "🚨 Tomcat is down, restarting..." | tee -a $LOG
     /opt/tomcat/bin/startup.sh
     echo "✅ Tomcat restarted" | tee -a $LOG
  fi
}

# --- Function to check Jenkins ---
check_jenkins() {
  echo "Checking Jenkins..."
  if systemctl is-active --quiet jenkins; then
     echo "✅ Jenkins is active" | tee -a $LOG
  else
     echo "🚨 Jenkins not running, restarting..." | tee -a $LOG
     systemctl restart jenkins
     echo "✅ Jenkins restarted" | tee -a $LOG
  fi
}

# --- Function to check MySQL ---
check_db() {
  echo "Checking MySQL..."
  if mysql -u root -pSecret -e "show databases;" > /dev/null 2>&1; then
     echo "✅ MySQL connection successful" | tee -a $LOG
  else
     echo "🚨 MySQL connection failed" | tee -a $LOG
     echo "Retrying in 5 seconds..."
     sleep 5
     mysql -u root -pSecret -e "show databases;" && echo "✅ MySQL reconnected" | tee -a $LOG
  fi
}

# --- Check Docker Containers using FOR Loop ---
check_docker() {
  echo "Checking Docker containers..."
  for c in nginx webapp db
  do
    status=$(docker inspect -f '{{.State.Status}}' $c 2>/dev/null)
    if [ "$status" != "running" ]; then
      echo "🚨 Container $c is $status, restarting..." | tee -a $LOG
      docker start $c
    else
      echo "✅ Container $c is running" | tee -a $LOG
    fi
  done
}

# --- Check SSL certificate expiry ---
check_ssl() {
  echo "Checking SSL expiry..."
  expiry=$(echo | openssl s_client -servername $domain -connect $domain:443 2>/dev/null | openssl x509 -noout -dates | grep notAfter | cut -d= -f2)
  days_left=$(( ($(date -d "$expiry" +%s) - $(date +%s)) / 86400 ))
  if [ $days_left -le 15 ]; then
    echo "⚠️ SSL expires in $days_left days!" | tee -a $LOG
  else
    echo "✅ SSL valid for $days_left days" | tee -a $LOG
  fi
}

# --- MAIN EXECUTION FLOW ---
check_tomcat
check_jenkins
check_db
check_docker
check_ssl

echo "✅ Health check completed successfully!" | tee -a $LOG
echo "========================================" >> $LOG
πŸ’¬ Example Output:
✅ Tomcat is running
✅ Jenkins is active
✅ MySQL connection successful
✅ Container nginx is running
✅ SSL valid for 70 days
✅ Health check completed successfully!

3️⃣ Automate the Script

# Run every 30 minutes
*/30 * * * * /opt/scripts/middleware_health.sh >> /var/log/health_cron.log 2>&1

# Run automatically on system reboot
@reboot /opt/scripts/middleware_health.sh >> /var/log/boot_health.log 2>&1
πŸ’¬ Output (Cron log):
[BOOT] Health check executed
✅ All services healthy

🏁 Summary

  • ✅ Combined all major shell scripting concepts.
  • ✅ Checks Tomcat, Jenkins, Docker, MySQL, and SSL in one file.
  • ✅ Uses if, for, functions, and basic while retry logic.
  • ✅ Can run manually or via cron / reboot automation.

26 Oct 2025

πŸš€DevOps vs DevSecOps Explained: Simple Workflows, Tools, and Learning Path for Beginners

devSecops
DevOps vs DevSecOps
  • In today’s fast-moving IT world, DevOps and DevSecOps form the backbone of modern and efficient software delivery.
  • This blog explains both step-by-step — using simple workflows, real-world examples, and common tool references.

1️⃣ Why DevOps Exists

  • Before DevOps, software teams worked in silos — developers built code while operations deployed and maintained it.
  • This caused delays, inconsistent environments, and deployment failures.
  • Testing and production behaved differently, leading to rework and slow releases.
  • DevOps emerged to bridge this gap using automation, collaboration, and continuous feedback.

2️⃣ DevOps in Simple Terms

  • DevOps combines development and operations into a single continuous workflow.
  • It focuses on automation, collaboration, and continuous improvement.
  • It reduces manual effort, minimizes human error, and ensures consistent releases.
  • The goal: faster delivery, higher quality, and continuous innovation.

3️⃣ DevOps Workflow (Simple View)

πŸ‘¨‍πŸ’» Developer → πŸͺ£ Git (Commit Code) → ⚙️ Jenkins (Build & Test) → πŸ§ͺ Docker (Package App) → ☸️ Kubernetes (Deploy to Cluster) → πŸ“ˆ Grafana (Monitor)

This is how DevOps automates the pipeline — from writing code to deploying and monitoring applications.

4️⃣ Common DevOps Tools

🧩 Real-World Example: DevOps

  • A Fintech company automates deployments using GitHub → Jenkins → Docker → Kubernetes → Grafana.
  • Each code push triggers a CI/CD pipeline that builds, tests, and deploys containers — reducing deployment time from hours to minutes.

6️⃣ What is DevSecOps?

  • DevSecOps integrates security practices into every stage of the DevOps pipeline.
  • It ensures that security is a shared responsibility across development, operations, and security teams.
  • Vulnerabilities are detected early in the build, deploy, or run phase — not after release.
  • Tools like SonarQube, Snyk, and Trivy automate vulnerability detection, while Vault protects secrets and Falco monitors runtime threats.

7️⃣ DevOps vs DevSecOps Workflow

DevOps: πŸ‘¨‍πŸ’» Developer → Git → Jenkins → Docker → Kubernetes → Grafana

DevSecOps: πŸ‘¨‍πŸ’» Developer → Git + SonarQube → Jenkins + Snyk → Docker + Trivy → Kubernetes + Vault → Falco → Grafana

8️⃣ Common DevSecOps Tools

  • SonarQube: Scans source code for vulnerabilities.
  • Snyk: Detects insecure dependencies during builds.
  • Trivy: Scans Docker images for known vulnerabilities.
  • Vault: Manages application secrets securely.
  • Falco: Detects abnormal runtime behavior in containers.

🧩 Real-World Example: DevSecOps

  • A Healthcare provider integrates security into its CI/CD pipeline using SonarQube, Snyk, Trivy, and Vault.
  • Falco monitors runtime threats — ensuring compliance and secure releases.

πŸ”Ÿ Key Differences Between DevOps & DevSecOps

Aspect DevOps DevSecOps
Focus Speed & automation Speed with security
Security Added later in the process Integrated from the start (shift-left)
Goal Deliver software quickly Deliver software quickly & securely
Tools Git, Jenkins, Docker, Kubernetes SonarQube, Snyk, Trivy, Vault, Falco
Responsibility Dev & Ops teams Dev, Ops & Security teams
Outcome Fast delivery Secure & compliant delivery

1️⃣1️⃣ Summary & Next Blog

  • DevOps = Automate everything for speed and collaboration.
  • DevSecOps = Add security automation to every stage.
  • πŸ’‘ Learn DevOps first, then extend it to DevSecOps for end-to-end security integration.