System Design Roadmap

05/15/2026

Watch whole video at :
https://youtu.be/_jcPQaRAaxQ

Website link :
Website link : https://systemdrd.com

What 90 Days of Real Microservices Training Actually Looks Like (Day by Day)

🔗 Full Course: https://systemdrd.com/courses/spring-boot-microservices-system-design/

Virtual Threads → Keycloak Security → Redis at Scale → Kafka EOS → JFR Profiling → OpenTelemetry → Kubernetes HPA. Seven sections. One complete system. One coding task every day for 90 days — and by Day 90 you have a fully deployed, observable, resilient microservices ecosystem ready for your portfolio and your next interview.

This is what structured backend engineering training looks like in 2026.

05/14/2026

Stop building demos. Start building systems that matter.

Website Link: www.systemdrd.com
Course Link: systemdrd.com/courses/for-ai-agents-advanced-architectures/
Long video link:https://youtu.be/KAkm2SGawsQ?si=XUGz7NINp99QW85b

The prototype era is over. 🔚
Right now, banks are running autonomous AML agents. Hospitals are running clinical AI agents. Law firms are running contract analysis agents. These aren't demos — these are Vertical AI Agent Based Systems in production.
And the engineers who can build them? They're the most in-demand in the industry.
If you're still stuck in tutorial hell — watching videos, building chatbots, not knowing how to get to production — this is your path out. 👇
✅ 90 lessons, all hands-on Python coding
✅ 6 production portfolio projects
✅ Agentic RAG, Multi-Agent Systems, MLOps, Compliance
✅ Real frameworks: AutoGen, CrewAI, LangChain, Docker, Langfuse
✅ 30-day money-back guarantee
Advanced Architectures for Vertical AI Agents — by Systemdr.
🔗 Link in bio | www.systemdrd.com

05/13/2026

4 agents. 1 pipeline. Zero hallucinations. This is Agentic RAG.

Website Link: www.systemdrd.com
Course Link: systemdrd.com/courses/for-ai-agents-advanced-architectures/
Long video link:https://youtu.be/KAkm2SGawsQ?si=XUGz7NINp99QW85b

www.systemdrd.com
In regulated industries, you can't just retrieve and respond. ❌
You need Agentic RAG — and here's how it works:
🔵 Planner Agent — breaks your query into structured search strategies
🟢 Retriever Agent — executes vector search + applies reranking
🟠 Validator Agent — checks facts, compliance rules, and hallucination risk. If it fails? Sends it back to the Planner. 🔄
🟢 Synthesizer Agent — generates the auditable response with XAI citations
Every decision logged. Every source traceable. Every response defensible. That's what Finance, Healthcare, and Legal require.
In Project 3 of our 90-lesson masterclass, you code this entire pipeline from scratch using Python, LangChain, ChromaDB, and Ragas evaluation.
This is the skill that separates tutorial engineers from production architects. 💡
🔗 Link: www.systemdrd.com

05/12/2026

Website Link: www.systemdrd.com

Course Link: systemdrd.com/courses/for-ai-agents-advanced-architectures/

Long video link:https://youtu.be/KAkm2SGawsQ?si=XUGz7NINp99QW85b

Hiring managers at top AI companies don't want to see notebooks. They want to see deployed systems. 👇
Here are the 6 production projects you build in our Advanced Architectures for Vertical AI Agents masterclass:
1️⃣ Conversational Agent — Persistent memory + Pydantic state
2️⃣ Tool-Equipped RAG Agent — ChromaDB + function calling
3️⃣ Autonomous Research Agent — Agentic RAG + Ragas evaluation
4️⃣ Collaborative Agent Team — AutoGen + CrewAI orchestration
5️⃣ MLOps Pipeline — Docker + CI/CD + Langfuse monitoring
6️⃣ Capstone VAIA — Live defended production system
Six real projects. Six deployable systems. One portfolio that proves you build at enterprise scale. 🏆
90 lessons. All code-first. All Python. All production-grade.
🔗 Link: www.systemdrd.com

05/11/2026

Website Link: www.systemdrd.com

Course Link: systemdrd.com/courses/for-ai-agents-advanced-architectures/

Long video link:https://youtu.be/KAkm2SGawsQ?si=XUGz7NINp99QW85b

"Walk us through how you would architect a production-grade, compliance-ready AI agent system for a regulated financial environment — including the retrieval pipeline, validation layer, audit trail, MLOps infrastructure, and governance framework."
Could you answer that right now in a live interview? 🎯
If the answer is no — or even maybe — that's exactly the gap our masterclass closes.
Advanced Architectures for Vertical AI Agents teaches you to:
🔷 Build Agentic RAG with full factual validation and XAI audit trails
🔷 Architect Multi-Agent Systems with consensus voting and resource guardrails
🔷 Deploy MLOps pipelines with drift detection and automated retraining
🔷 Implement Privacy by Design and compliance for GDPR, HIPAA, and more
🔷 Defend a full production VAIA to a senior engineering panel
90 lessons. 6 real projects. 1 defended Capstone. 30-day money-back guarantee.
The question is — are you ready to answer yes?
🔗 Link : www.systemdrd.com
AI

05/10/2026

Most developers are using AI wrong.

Claude Code CLI Interactive Sessions (Lesson 1.2 System Architecture) show the real workflow:
working inside a structured repository, loading only the right context, and validating every change with pytest.

This is where you stop “trying prompts” and start building systems.

If you're serious about AI engineering, this shift is non-negotiable.

Save this and start applying it in your next project.

Full Video Link : https://youtu.be/p3iLFgGVZQA
Lesson Link : https://systemdrd.com/lessons/day-2-first-interactive-session-2/
Course Curriculum Link : https://systemdrd.com/courses/hands-on-to-ai-claude-code-claude-skills/
Website : www.systemdrd.com

05/09/2026

Prompting is not engineering.

In Claude Code CLI Interactive Sessions (Lesson 1.2), you operate inside a real system:
repo structure, tests, metrics server, verification scripts.

Every change is intentional. Every output is tested.

That’s how real engineers use AI.

Share this with someone still copy-pasting prompts.

Full Video Link : https://youtu.be/p3iLFgGVZQA
Lesson Link : https://systemdrd.com/lessons/day-2-first-interactive-session-2/
Course Curriculum Link : https://systemdrd.com/courses/hands-on-to-ai-claude-code-claude-skills/
Website : www.systemdrd.com

05/08/2026

Want to level up in AI engineering? Start here.

Claude Code CLI + real repository workflows (Lesson 1.2 System Architecture) teach you:

context discipline
structured edits
verification loops

This is how you build reliable systems—not just generate code.

Comment “SYSTEM” if you’re shifting from prompts to engineering.

Full Video Link : https://youtu.be/p3iLFgGVZQA
Lesson Link : https://systemdrd.com/lessons/day-2-first-interactive-session-2/
Course Curriculum Link : https://systemdrd.com/courses/hands-on-to-ai-claude-code-claude-skills/
Website : www.systemdrd.com

05/07/2026

The gap between junior and top engineers? Workflow.

Claude Code CLI Interactive Sessions (Lesson 1.2) introduce:
real repo navigation, selective context loading, pytest validation, and metrics tracking.

This is production thinking—not tutorial thinking.

Save this as your new standard.

Full Video Link : https://youtu.be/p3iLFgGVZQA
Lesson Link : https://systemdrd.com/lessons/day-2-first-interactive-session-2/
Course Curriculum Link : https://systemdrd.com/courses/hands-on-to-ai-claude-code-claude-skills/
Website : www.systemdrd.com

05/07/2026

05/06/2026

Course Curriculum: https://systemdrd.com/courses/kafka-hands-on-course/
Course Website Link:https://systemdrd.com/
Wach long video here:https://youtu.be/r_97H58DXZk?si=5AUOylCGZ7EikytO

Netflix processes billions of events daily with Apache Kafka. 🚀

Want to build systems like that?

The Hands On Kafka Course takes you from Kafka basics to a production platform handling 50 MILLION requests per second — in 60 days.

No config-file tutorials. No toy projects. Real engineering.

✅ 5 production portfolio projects
✅ Real-time trend detection & fraud detection
✅ Kafka Streams, Connect, Schema Registry, TLS Security
✅ 30-day money-back guarantee

🔗 Link in bio → systemdrd.com/courses/kafka-hands-on-course/