Kota Moses

@yourclouddude Roadmap

AWS Learning Roadmap 2025 ☁️ 1️⃣ Start: Learn the basics → EC2 = compute → S3 = storage → IAM = security → RDS = database 2️⃣ Build: Do hands-on projects → Host a site → Deploy an app → Use free-tier services 3️⃣ Certify: 🎓 Cloud Practitioner (CLF-C02) ⚙️ Solutions Architect (SAA-C03) 4️⃣ Deep Dive: Networking • Monitoring • Serverless • Security 5️⃣ Specialize: AI/ML • DevOps • Data • Architect 💡 Don’t just study - build while you learn. 🚀 Grab my Free AWS Certification Roadmap  ⬇️ Comment ROADMAP to get it.

@Dearme2_ Self control

What’s a “boring” skill that secretly gives a man huge advantage in life?

@sauravstwt Book

If your DevOps preparation is only about tools… you're preparing for the wrong job. Most engineers can explain Docker. Very few can answer this: “Your Kubernetes node crashes during a deployment and half the pods are stuck. What’s your recovery plan?” Real DevOps work is about: • Failure isolation • RCA thinking • Infrastructure trade-offs • Production decision making That’s why elite companies simulate chaos in interviews. Not quizzes. This book breaks down real scenarios from companies like: Netflix, NVIDIA, Atlassian, GCP, and JioHotstar. Comment “BOOK” and I’ll send the guide.

@systemdesignone Playbook

API Design Playbook: Giveaway Alert!! • Core API fundamentals. • Clean & scalable design principles. • Common patterns used in real world systems. • Practical concepts for interviews & building projects. (24 hours only & I won't offer this ever again!) To get it: 1. Like, Retweet & Follow @systemdesignone 2. Reply "Playbook" Then I'll DM you the details.

The Exact Year,Month,Day and Hour when Jesus Died.

This is 1 of 86 billion neurons in your brain.

@RupertLowe10 May God be with all of you. Restore the Great Britain

Important news - Restore Britain now has more members than the Conservative Party. Our aim is clear. Win the next general election - I am increasingly confident that we can achieve that. Enjoy the weekend, patriots.

I built a GitHub repo to help you learn system design. It gives you: - System design foundations - AI engineering fundamentals - System design interview questions - Deep dives into real-world architectures - Simplified engineering case studies with visuals

@FinFreedom414 Option B

Imagine you had to choose your life at age 40: Option A: Single. No kids. $10M net worth. Travel anywhere. Total freedom. Quiet house. Quiet holidays. Option B: Married. 3 kids. $1M net worth. Drive a Toyota. Chaos every morning. Loud house. Full dinner table. Be honest, which life are you choosing?

System Design becomes EASY when you follow these: 1. Fundamentals youtube.com/playlist?list=… 2. API Design youtube.com/watch?v=DQ57zY… 3. Load Balancing youtube.com/watch?v=xg7Dj2… 4. Message Queues youtube.com/watch?v=DYFocS… 5. Rate Limiting youtube.com/watch?v=MIJFyU… 6. Caching youtube.com/watch?v=1NngTU… 7. Sharding & Partitioning youtube.com/watch?v=wXvlje… 8. Database Replication youtube.com/watch?v=oh8GvL… 9. Consistent Hashing youtube.com/watch?v=vccwdh… 10. CAP Theorem youtube.com/watch?v=RexrIN… 11. Microservices youtube.com/watch?v=vTjeDW… 12. Fault Tolerance youtube.com/watch?v=3Lis4w… 13. Scalability youtube.com/watch?v=tjubQ9… 14. Event-Driven Architecture youtube.com/watch?v=Fb_0UO… 15. Service Discovery youtube.com/watch?v=v4u7m2…

@ick_real Sin

What is stopping humanity from living peacefully together ??

@ThePChris Romans

What book of the bible would you recommend for a new Convert to start with?

@DearS_o_n That's exactly what is happening with me right now. Just that age is less by 2hrs

To All Men, it is OK to: • Feel lost at 34 • Restart at 36 • Dream again at 38 • Grind in silence at 40 You just have to keep going.

@JoshuaBarzon Prayer and Bible study

What is something your dad taught you that you still remember?

There is a reason why Algorithms and Data Structures are hard for many software engineers. It's not because they're not capable, but they simply miss a lot of pre-requisite knowledge. If you want to learn dsa from first principles, read these 16 articles (links below):

𝗦𝘆𝘀𝘁𝗲𝗺 𝗗𝗲𝘀𝗶𝗴𝗻 𝗥𝗼𝗮𝗱𝗺𝗮𝗽 𝟮𝟬𝟮𝟲 𝟭. 𝗙𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻𝘀 Start by understanding the core principles behind building scalable systems. 🔹 Scalability (Vertical vs Horizontal Scaling) 🔹 Reliability & Fault Tolerance 🔹 High Availability 🔹 Latency vs Throughput 🔹 CAP Theorem 𝟮. 𝗡𝗲𝘁𝘄𝗼𝗿𝗸𝗶𝗻𝗴 & 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹𝘀 Systems communicate over networks, so understanding networking is essential. 🔹 HTTP / HTTPS 🔹 TCP vs UDP 🔹 DNS (Domain Name System) 🔹 Load Balancers (L4 vs L7) 🔹 Reverse Proxies 𝟯. 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲𝘀 Data storage design is a key part of system architecture. 🔹 SQL Databases (PostgreSQL, MySQL) 🔹 NoSQL Databases (MongoDB, Cassandra) 🔹 Database Indexing 🔹 Database Replication 🔹 Database Sharding 𝟰. 𝗖𝗮𝗰𝗵𝗶𝗻𝗴 Caching improves system performance and reduces database load. 🔹 In-memory caching (Redis, Memcached) 🔹 Cache Invalidation strategies 🔹 Write-through / Write-back caching 🔹 CDN (Content Delivery Networks) 𝟱. 𝗠𝗲𝘀𝘀𝗮𝗴𝗲 𝗤𝘂𝗲𝘂𝗲𝘀 Queues help build asynchronous and resilient systems. 🔹 Kafka 🔹 RabbitMQ 🔹 Amazon SQS 🔹 Event-driven architectures 𝟲. 𝗠𝗶𝗰𝗿𝗼𝘀𝗲𝗿𝘃𝗶𝗰𝗲𝘀 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗲 Break large applications into smaller independent services. 🔹 Service communication (REST, gRPC) 🔹 API Gateway 🔹 Service discovery 🔹 Circuit breakers 𝟳. 𝗖𝗼𝗻𝘁𝗮𝗶𝗻𝗲𝗿𝘀 & 𝗢𝗿𝗰𝗵𝗲𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻 Modern distributed systems rely heavily on containers. 🔹 Docker 🔹 Kubernetes 🔹 Container networking 🔹 Service mesh (Istio, Linkerd) 𝟴. 𝗢𝗯𝘀𝗲𝗿𝘃𝗮𝗯𝗶𝗹𝗶𝘁𝘆 Monitor systems to detect failures and performance issues. 🔹 Logging (ELK Stack) 🔹 Monitoring (Prometheus, Grafana) 🔹 Distributed tracing (Jaeger, OpenTelemetry) 🔹 Alerting systems 𝟵. 𝗦𝗲𝗰𝘂𝗿𝗶𝘁𝘆 Secure systems against threats and vulnerabilities. 🔹 Authentication & Authorization 🔹 OAuth / JWT 🔹 Encryption (TLS, HTTPS) 🔹 Rate limiting & DDoS protection 𝟭𝟬. 𝗗𝗮𝘁𝗮 𝗣𝗿𝗼𝗰𝗲𝘀𝘀𝗶𝗻𝗴 Large-scale systems handle massive data pipelines. 🔹 Batch processing 🔹 Stream processing (Kafka Streams, Flink) 🔹 Data pipelines 🔹 Event sourcing 𝟭𝟭. 𝗗𝗶𝘀𝘁𝗿𝗶𝗯𝘂𝘁𝗲𝗱 𝗦𝘆𝘀𝘁𝗲𝗺 𝗣𝗮𝘁𝘁𝗲𝗿𝗻𝘀 Understand proven design patterns used in large systems. 🔹 Leader election 🔹 Consensus algorithms (Raft, Paxos) 🔹 Distributed locks 🔹 Idempotency 𝟭𝟮. 𝗥𝗲𝗮𝗹-𝗪𝗼𝗿𝗹𝗱 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 Apply your knowledge by designing real-world platforms. 🔹 Design Twitter / X 🔹 Design WhatsApp messaging system 🔹 Design URL shortener (TinyURL) 🔹 Design YouTube video streaming system 🔹 Design Uber ride matching system Learn System Design with deeper explanations, diagrams, and real-world architectures here: codewithdhanian.gumroad.com/l/ntmcf

@ManOfFocus_ Fear God

As a man, what is your personal philosophy? (In 3 words or less)

The Fastest way to learn Python is to build real Projects👇 📦 Beginner • Build your own developer CLI tool • Build your own `.env` configuration loader • Build a log parser for large application logs • Build a simple key-value store for local caching ⚙️ Intermediate • Build a small HTTP API server • Build an HTTP client to interact with external APIs • Build an in-memory caching system (LRU) • Build a rate limiter for APIs • Build a job scheduler (cron-like task runner) 🧠 Advanced • Build a background job processor for async tasks • Build a WebSocket server for real-time updates • Build a log analysis tool for applications • Build a metrics collector for services • Build a service health monitoring tool

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@BharukaShraddha Yes. please share the notes

Here’s your Complete Beginner to Advanced Guide to Handwritten AWS Notes! All, FREE of cost! To get the guide: Let me know in the comment section if you want to receive the full notes. 😊