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☕ 𝗪𝗵𝗮𝘁 𝗶𝘀 𝗮 𝗿𝗲𝗰𝗼𝗿𝗱 𝗶𝗻 𝗝𝗮𝘃𝗮? 👇

A record is a special kind of class introduced in Java 16 (preview in 14/15) designed to model immutable data.

Think of it as:
👉 “𝘈 𝘤𝘰𝘯𝘤𝘪𝘴𝘦, 𝘪𝘮𝘮𝘶𝘵𝘢𝘣𝘭𝘦 𝘿𝙏𝙊 𝘸𝘪𝘵𝘩 𝘦𝘷𝘦𝘳𝘺𝘵𝘩𝘪𝘯𝘨 𝘨𝘦𝘯𝘦𝘳𝘢𝘵𝘦𝘥 𝘧𝘰𝘳 𝘺𝘰𝘶.”

🧩 𝗪𝗵𝗮𝘁 𝗝𝗮𝘃𝗮 𝗴𝗲𝗻𝗲𝗿𝗮𝘁𝗲𝘀 𝗳𝗼𝗿 𝗮 𝗿𝗲𝗰𝗼𝗿𝗱

For this:
𝘱𝘶𝘣𝘭𝘪𝘤 𝘳𝘦𝘤𝘰𝘳𝘥 𝘜𝘴𝘦𝘳𝘋𝘛𝘖(𝘚𝘵𝘳𝘪𝘯𝘨 𝘯𝘢𝘮𝘦, 𝘪𝘯𝘵 𝘢𝘨𝘦) {}

Java automatically creates:
✔ 𝘱𝘳𝘪𝘷𝘢𝘵𝘦 𝘧𝘪𝘯𝘢𝘭 𝘧𝘪𝘦𝘭𝘥𝘴
✔ 𝘗𝘶𝘣𝘭𝘪𝘤 𝘤𝘢𝘯𝘰𝘯𝘪𝘤𝘢𝘭 𝘤𝘰𝘯𝘴𝘵𝘳𝘶𝘤𝘵𝘰𝘳
✔ 𝘎𝘦𝘵𝘵𝘦𝘳-𝘭𝘪𝘬𝘦 𝘮𝘦𝘵𝘩𝘰𝘥𝘴:

user.name()
user.age()

✔ 𝘦𝘲𝘶𝘢𝘭𝘴()
✔ 𝘩𝘢𝘴𝘩𝘊𝘰𝘥𝘦()
✔ 𝘵𝘰𝘚𝘵𝘳𝘪𝘯𝘨()

And it’s immutable by default.

🏆 𝗪𝗵𝗲𝗻 𝘀𝗵𝗼𝘂𝗹𝗱 𝘆𝗼𝘂 𝘂𝘀𝗲 𝗿𝗲𝗰𝗼𝗿𝗱𝘀?

✅ DTOs
✅ API responses
✅ Request objects
✅ Event messages
✅ Read-only models
✅ Config snapshots

🚫 𝗪𝗵𝗲𝗻 𝗡𝗢𝗧 𝘁𝗼 𝘂𝘀𝗲 𝗿𝗲𝗰𝗼𝗿𝗱𝘀?

❌ JPA Entities
❌ Mutable domain models
❌ Objects with lifecycle/state changes
❌ Objects requiring inheritance

🧠 𝗠𝗲𝗻𝘁𝗮𝗹 𝗺𝗼𝗱𝗲𝗹 (𝗲𝗮𝘀𝘆 𝘁𝗼 𝗿𝗲𝗺𝗲𝗺𝗯𝗲𝗿)

𝗖𝗹𝗮𝘀𝘀 → behavior + state
𝗥𝗲𝗰𝗼𝗿𝗱 → state only (data carrier)
#java #developer #softwaredevelopment

4 hours ago | [YT] | 2

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𝗛𝗼𝘄 𝗱𝗼 𝘆𝗼𝘂 𝗵𝗮𝗻𝗱𝗹𝗲 𝘁𝗵𝗲 𝗽𝗼𝘁𝗲𝗻𝘁𝗶𝗮𝗹 𝗯𝗼𝘁𝘁𝗹𝗲𝗻𝗲𝗰𝗸/𝘀𝗶𝗻𝗴𝗹𝗲 𝗽𝗼𝗶𝗻𝘁 𝗼𝗳 𝗳𝗮𝗶𝗹𝘂𝗿𝗲 𝘄𝗵𝗲𝗻 𝘂𝘀𝗶𝗻𝗴 𝘁𝗵𝗲 𝗚𝗮𝘁𝗲𝘄𝗮𝘆 𝗳𝗼𝗿 𝗔𝗣𝗜 𝗔𝗴𝗴𝗿𝗲𝗴𝗮𝘁𝗶𝗼𝗻? 👇

𝗛𝗼𝗿𝗶𝘇𝗼𝗻𝘁𝗮𝗹 𝘀𝗰𝗮𝗹𝗶𝗻𝗴 & 𝘀𝘁𝗮𝘁𝗲𝗹𝗲𝘀𝘀 𝗴𝗮𝘁𝗲𝘄𝗮𝘆𝘀
API Gateways are deployed as stateless services behind a load balancer (ALB / NLB).
This allows:

• 𝘩𝘰𝘳𝘪𝘻𝘰𝘯𝘵𝘢𝘭 𝘢𝘶𝘵𝘰-𝘴𝘤𝘢𝘭𝘪𝘯𝘨
• 𝘻𝘦𝘳𝘰 𝘴𝘪𝘯𝘨𝘭𝘦-𝘪𝘯𝘴𝘵𝘢𝘯𝘤𝘦 𝘥𝘦𝘱𝘦𝘯𝘥𝘦𝘯𝘤𝘺

If one gateway node fails, traffic shifts instantly.

𝗕𝗼𝘁𝘁𝗼𝗺 𝗹𝗶𝗻𝗲
A Gateway is not a single point of failure by default — it becomes one only if:

• 𝘪𝘵’𝘴 𝘴𝘵𝘢𝘵𝘦𝘧𝘶𝘭
• 𝘶𝘯𝘥𝘦𝘳-𝘴𝘤𝘢𝘭𝘦𝘥
• 𝘰𝘷𝘦𝘳𝘭𝘰𝘢𝘥𝘦𝘥 𝘸𝘪𝘵𝘩 𝘣𝘶𝘴𝘪𝘯𝘦𝘴𝘴 𝘭𝘰𝘨𝘪𝘤

When built correctly, the Gateway is a control plane, not a choke point.

𝗢𝗻𝗲-𝗹𝗶𝗻𝗲𝗿 𝘆𝗼𝘂 𝗰𝗮𝗻 𝗲𝗻𝗱 𝘄𝗶𝘁𝗵 👇

API Gateways don’t fail systems — 𝘂𝗻𝘀𝗰𝗮𝗹𝗲𝗱, 𝗼𝘃𝗲𝗿𝘄𝗼𝗿𝗸𝗲𝗱 gateways do.
hashtag#systemdesign hashtag#java hashtag#softwaredevelopment hashtag#apigateway

1 day ago | [YT] | 7

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𝟭️. 𝗙𝗶𝗹𝘁𝗲𝗿 (𝗦𝗲𝗿𝘃𝗹𝗲𝘁 𝗟𝗲𝘃𝗲𝗹 – 𝗧𝗵𝗲 𝗚𝗮𝘁𝗲𝗸𝗲𝗲𝗽𝗲𝗿)
𝗪𝗵𝗮𝘁 𝗶𝘀 𝗮 𝗙𝗶𝗹𝘁𝗲𝗿?

A Filter is part of the Servlet API.
It runs before the request reaches Spring and after the response leaves Spring.

𝗞𝗲𝘆 𝗖𝗵𝗮𝗿𝗮𝗰𝘁𝗲𝗿𝗶𝘀𝘁𝗶𝗰𝘀

• 𝘙𝘶𝘯𝘴 𝘣𝘦𝘧𝘰𝘳𝘦 𝘋𝘪𝘴𝘱𝘢𝘵𝘤𝘩𝘦𝘳𝘚𝘦𝘳𝘷𝘭𝘦𝘵
• 𝘍𝘳𝘢𝘮𝘦𝘸𝘰𝘳𝘬-𝘢𝘨𝘯𝘰𝘴𝘵𝘪𝘤 (𝘯𝘰𝘵 𝘚𝘱𝘳𝘪𝘯𝘨-𝘴𝘱𝘦𝘤𝘪𝘧𝘪𝘤)
• 𝘕𝘰 𝘢𝘤𝘤𝘦𝘴𝘴 𝘵𝘰 𝘤𝘰𝘯𝘵𝘳𝘰𝘭𝘭𝘦𝘳 𝘮𝘦𝘵𝘩𝘰𝘥 𝘥𝘦𝘵𝘢𝘪𝘭𝘴
• 𝘝𝘦𝘳𝘺 𝘧𝘢𝘴𝘵, 𝘭𝘰𝘸-𝘭𝘦𝘷𝘦𝘭

𝗖𝗼𝗺𝗺𝗼𝗻 𝗨𝘀𝗲 𝗖𝗮𝘀𝗲𝘀

• 𝘑𝘞𝘛 / 𝘈𝘗𝘐 𝘬𝘦𝘺 𝘢𝘶𝘵𝘩𝘦𝘯𝘵𝘪𝘤𝘢𝘵𝘪𝘰𝘯
• 𝘙𝘦𝘲𝘶𝘦𝘴𝘵 & 𝘳𝘦𝘴𝘱𝘰𝘯𝘴𝘦 𝘭𝘰𝘨𝘨𝘪𝘯𝘨
• 𝘊𝘖𝘙𝘚 𝘩𝘢𝘯𝘥𝘭𝘪𝘯𝘨
• 𝘚𝘦𝘤𝘶𝘳𝘪𝘵𝘺 𝘩𝘦𝘢𝘥𝘦𝘳𝘴
• 𝘙𝘢𝘵𝘦 𝘭𝘪𝘮𝘪𝘵𝘪𝘯𝘨

𝗪𝗵𝗲𝗻 𝘁𝗼 𝗨𝘀𝗲 𝗙𝗶𝗹𝘁𝗲𝗿

✅ Security
✅ Logging
✅ Cross-cutting concerns at HTTP level

𝟮. 𝗜𝗻𝘁𝗲𝗿𝗰𝗲𝗽𝘁𝗼𝗿 (𝗦𝗽𝗿𝗶𝗻𝗴 𝗠𝗩𝗖 𝗟𝗲𝘃𝗲𝗹 – 𝗧𝗵𝗲 𝗧𝗿𝗮𝗳𝗳𝗶𝗰 𝗖𝗼𝗻𝘁𝗿𝗼𝗹𝗹𝗲𝗿)

An Interceptor is a Spring MVC component that intercepts requests before and after controller execution.

𝗞𝗲𝘆 𝗖𝗵𝗮𝗿𝗮𝗰𝘁𝗲𝗿𝗶𝘀𝘁𝗶𝗰𝘀

• 𝘙𝘶𝘯𝘴 𝘢𝘧𝘵𝘦𝘳 𝘋𝘪𝘴𝘱𝘢𝘵𝘤𝘩𝘦𝘳𝘚𝘦𝘳𝘷𝘭𝘦𝘵
• 𝘏𝘢𝘴 𝘢𝘤𝘤𝘦𝘴𝘴 𝘵𝘰:
• 𝘊𝘰𝘯𝘵𝘳𝘰𝘭𝘭𝘦𝘳 𝘤𝘭𝘢𝘴𝘴
• 𝘔𝘦𝘵𝘩𝘰𝘥 𝘯𝘢𝘮𝘦
• 𝘞𝘰𝘳𝘬𝘴 𝘰𝘯𝘭𝘺 𝘧𝘰𝘳 𝘚𝘱𝘳𝘪𝘯𝘨 𝘔𝘝𝘊 𝘳𝘦𝘲𝘶𝘦𝘴𝘵𝘴

Lifecycle Methods
𝘱𝘳𝘦𝘏𝘢𝘯𝘥𝘭𝘦() // 𝘣𝘦𝘧𝘰𝘳𝘦 𝘤𝘰𝘯𝘵𝘳𝘰𝘭𝘭𝘦𝘳
𝘱𝘰𝘴𝘵𝘏𝘢𝘯𝘥𝘭𝘦() // 𝘢𝘧𝘵𝘦𝘳 𝘤𝘰𝘯𝘵𝘳𝘰𝘭𝘭𝘦𝘳, 𝘣𝘦𝘧𝘰𝘳𝘦 𝘳𝘦𝘴𝘱𝘰𝘯𝘴𝘦
𝘢𝘧𝘵𝘦𝘳𝘊𝘰𝘮𝘱𝘭𝘦𝘵𝘪𝘰𝘯() // 𝘢𝘧𝘵𝘦𝘳 𝘳𝘦𝘴𝘱𝘰𝘯𝘴𝘦

𝗖𝗼𝗺𝗺𝗼𝗻 𝗨𝘀𝗲 𝗖𝗮𝘀𝗲𝘀

• Request validation
• User session checks
• Role-based access checks
• Auditing controller execution
• Locale or timezone handling

𝗪𝗵𝗲𝗻 𝘁𝗼 𝗨𝘀𝗲 𝗜𝗻𝘁𝗲𝗿𝗰𝗲𝗽𝘁𝗼𝗿

✅ Controller-level logic
✅ Request validation
✅ Role checks

𝟯. 𝗔𝗢𝗣 (𝗔𝘀𝗽𝗲𝗰𝘁-𝗢𝗿𝗶𝗲𝗻𝘁𝗲𝗱 𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 – 𝗧𝗵𝗲 𝗕𝗿𝗮𝗶𝗻 𝗦𝘂𝗿𝗴𝗲𝗼𝗻)

AOP intercepts method execution, not HTTP requests.
It works at the business logic level (Service / Repository).

𝗞𝗲𝘆 𝗖𝗵𝗮𝗿𝗮𝗰𝘁𝗲𝗿𝗶𝘀𝘁𝗶𝗰𝘀

• 𝘕𝘰 𝘪𝘥𝘦𝘢 𝘢𝘣𝘰𝘶𝘵 𝘏𝘛𝘛𝘗 𝘰𝘳 𝘳𝘦𝘲𝘶𝘦𝘴𝘵𝘴
• 𝘞𝘰𝘳𝘬𝘴 𝘰𝘯 𝘮𝘦𝘵𝘩𝘰𝘥𝘴
• 𝘌𝘹𝘵𝘳𝘦𝘮𝘦𝘭𝘺 𝘱𝘰𝘸𝘦𝘳𝘧𝘶𝘭 & 𝘥𝘢𝘯𝘨𝘦𝘳𝘰𝘶𝘴 𝘪𝘧 𝘮𝘪𝘴𝘶𝘴𝘦𝘥 😅
• 𝘜𝘴𝘦𝘴 𝘱𝘳𝘰𝘹𝘪𝘦𝘴

𝗖𝗼𝗺𝗺𝗼𝗻 𝗨𝘀𝗲 𝗖𝗮𝘀𝗲𝘀

• 𝘓𝘰𝘨𝘨𝘪𝘯𝘨 𝘮𝘦𝘵𝘩𝘰𝘥 𝘦𝘹𝘦𝘤𝘶𝘵𝘪𝘰𝘯
• 𝘗𝘦𝘳𝘧𝘰𝘳𝘮𝘢𝘯𝘤𝘦 𝘮𝘰𝘯𝘪𝘵𝘰𝘳𝘪𝘯𝘨
• 𝘛𝘳𝘢𝘯𝘴𝘢𝘤𝘵𝘪𝘰𝘯𝘴 (@𝘛𝘳𝘢𝘯𝘴𝘢𝘤𝘵𝘪𝘰𝘯𝘢𝘭)
• 𝘚𝘦𝘤𝘶𝘳𝘪𝘵𝘺 𝘤𝘩𝘦𝘤𝘬𝘴 𝘢𝘵 𝘮𝘦𝘵𝘩𝘰𝘥 𝘭𝘦𝘷𝘦𝘭
• 𝘌𝘹𝘤𝘦𝘱𝘵𝘪𝘰𝘯 𝘩𝘢𝘯𝘥𝘭𝘪𝘯𝘨

𝗪𝗵𝗲𝗻 𝘁𝗼 𝗨𝘀𝗲 𝗔𝗢𝗣

✅ Business logic cross-cutting
✅ Metrics & monitoring
✅ Transactions

#spring #springboot #java #developer

2 days ago | [YT] | 4

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𝗧𝗵𝗲 𝗞𝗮𝘆 𝗥𝗲𝘀𝗽𝗼𝗻𝘀𝗶𝗯𝗶𝗹𝗶𝘁𝗶𝗲𝘀 𝗼𝗳 𝗮 𝗚𝗮𝘁𝗲𝘄𝗮𝘆 𝗶𝗻 𝗦𝗽𝗿𝗶𝗻𝗴 𝗕𝗼𝗼𝘁



𝟭. 𝗥𝗼𝘂𝘁𝗶𝗻𝗴

• Directs requests to the correct microservice.



Example:

𝘎𝘌𝘛 /𝘶𝘴𝘦𝘳𝘴 → 𝘶𝘴𝘦𝘳-𝘴𝘦𝘳𝘷𝘪𝘤𝘦

𝘎𝘌𝘛 /𝘰𝘳𝘥𝘦𝘳𝘴 → 𝘰𝘳𝘥𝘦𝘳-𝘴𝘦𝘳𝘷𝘪𝘤𝘦

• All external clients only talk to the gateway, not individual services.



𝟮. 𝗟𝗼𝗮𝗱 𝗕𝗮𝗹𝗮𝗻𝗰𝗶𝗻𝗴

• Integrates with Spring Cloud LoadBalancer / Eureka / Nginx.

• Gateway can balance traffic between multiple instances of a service.



3. 𝗦𝗲𝗰𝘂𝗿𝗶𝘁𝘆

• Authentication/authorization at one place.

Example: JWT token validation.

• No need for every microservice to implement auth separately.



4. 𝗖𝗿𝗼𝘀𝘀-𝗖𝘂𝘁𝘁𝗶𝗻𝗴 𝗖𝗼𝗻𝗰𝗲𝗿𝗻𝘀



• Logging, monitoring, metrics, tracing (Spring Sleuth / Micrometer / Zipkin).

• Rate limiting, caching, response compression.

• Request/response transformations.



5. 𝗔𝗣𝗜 𝗔𝗴𝗴𝗿𝗲𝗴𝗮𝘁𝗶𝗼𝗻



• Combines responses from multiple services into one response.



• Example:

GET /dashboard → fetch data from user-service + order-service + inventory-service → return single JSON.



🔹 𝗘𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲 𝘁𝗮𝗸𝗲𝗮𝘄𝗮𝘆

𝘈𝘗𝘐 𝘎𝘢𝘵𝘦𝘸𝘢𝘺 + 𝘚𝘦𝘳𝘷𝘪𝘤𝘦 𝘋𝘪𝘴𝘤𝘰𝘷𝘦𝘳𝘺 + 𝘓𝘰𝘢𝘥 𝘉𝘢𝘭𝘢𝘯𝘤𝘦𝘳 𝘪𝘴 𝘯𝘰𝘵 𝘰𝘱𝘵𝘪𝘰𝘯𝘢𝘭 — 𝘪𝘵’𝘴 𝘵𝘩𝘦 𝘧𝘰𝘶𝘯𝘥𝘢𝘵𝘪𝘰𝘯 𝘰𝘧 𝘴𝘤𝘢𝘭𝘢𝘣𝘭𝘦 𝘚𝘢𝘢𝘚 𝘱𝘭𝘢𝘵𝘧𝘰𝘳𝘮𝘴.

#spring #springcloud #apigateway #servicediscovery #loadbalancer

1 week ago | [YT] | 6

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Happy New Year 2026!

1 month ago | [YT] | 1

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𝗪𝗵𝘆 𝗥𝗲𝗮𝗰𝘁 𝗶𝘀 𝗨𝘀𝗲𝗱?
for more 👉 lnkd.in/gDDffHv6
The Real Reason Behind Its Massive Popularity

1. 𝘊𝘰𝘮𝘱𝘰𝘯𝘦𝘯𝘵-𝘉𝘢𝘴𝘦𝘥 𝘈𝘳𝘤𝘩𝘪𝘵𝘦𝘤𝘵𝘶𝘳𝘦

2. 𝘝𝘪𝘳𝘵𝘶𝘢𝘭 𝘋𝘖𝘔: 𝘗𝘦𝘳𝘧𝘰𝘳𝘮𝘢𝘯𝘤𝘦 𝘞𝘪𝘵𝘩𝘰𝘶𝘵 𝘊𝘰𝘮𝘱𝘭𝘦𝘹𝘪𝘵𝘺

3. 𝘖𝘯𝘦-𝘞𝘢𝘺 𝘋𝘢𝘵𝘢 𝘍𝘭𝘰𝘸: 𝘗𝘳𝘦𝘥𝘪𝘤𝘵𝘢𝘣𝘭𝘦 𝘢𝘯𝘥 𝘋𝘦𝘣𝘶𝘨𝘨𝘢𝘣𝘭𝘦

4. 𝘙𝘦𝘢𝘤𝘵 𝘏𝘰𝘰𝘬𝘴: 𝘚𝘪𝘮𝘱𝘭𝘪𝘤𝘪𝘵𝘺 𝘸𝘪𝘵𝘩 𝘗𝘰𝘸𝘦𝘳

5. 𝘚𝘵𝘳𝘰𝘯𝘨 𝘌𝘤𝘰𝘴𝘺𝘴𝘵𝘦𝘮 & 𝘔𝘢𝘴𝘴𝘪𝘷𝘦 𝘊𝘰𝘮𝘮𝘶𝘯𝘪𝘵𝘺 𝘚𝘶𝘱𝘱𝘰𝘳𝘵



🔥 𝗜𝘁 𝘀𝗼𝗹𝘃𝗲𝘀 𝗿𝗲𝗮𝗹 𝗽𝗿𝗼𝗯𝗹𝗲𝗺𝘀

𝘙𝘦𝘶𝘴𝘢𝘣𝘭𝘦 𝘤𝘰𝘮𝘱𝘰𝘯𝘦𝘯𝘵𝘴

𝘏𝘪𝘨𝘩 𝘱𝘦𝘳𝘧𝘰𝘳𝘮𝘢𝘯𝘤𝘦

𝘗𝘳𝘦𝘥𝘪𝘤𝘵𝘢𝘣𝘭𝘦 𝘢𝘳𝘤𝘩𝘪𝘵𝘦𝘤𝘵𝘶𝘳𝘦

𝘔𝘢𝘴𝘴𝘪𝘷𝘦 𝘦𝘤𝘰𝘴𝘺𝘴𝘵𝘦𝘮

𝘚𝘵𝘳𝘰𝘯𝘨 𝘪𝘯𝘥𝘶𝘴𝘵𝘳𝘺 𝘥𝘦𝘮𝘢𝘯𝘥



React empowers developers to 𝗯𝘂𝗶𝗹𝗱 𝗳𝗮𝘀𝘁, 𝘀𝗰𝗮𝗹𝗮𝗯𝗹𝗲, and 𝗺𝗮𝗶𝗻𝘁𝗮𝗶𝗻𝗮𝗯𝗹𝗲 applications.

#ReactJS #FrontendDevelopment #WebDevelopment #JavaScript #SoftwareEngineering #ReactDevelopers #WebDev #Programming #CodingLife #TechCareers #DeveloperCommunity #LearnReact #ReactHooks #FullStackDevelopment #TechTrends #DeveloperSkills #OpenSource #UIUX #CareerGrowth #EngineeringLife

1 month ago (edited) | [YT] | 6

AK Coding

https://youtu.be/rypiThg9lec

1 month ago | [YT] | 1

AK Coding

For More 👉 https://youtu.be/Ll1TcUbQ-yk?si=gdGnA...

1 month ago | [YT] | 1

AK Coding

👉 medium.com/crack-java-interview/️-your-roadmap-to-…
· 🏗️ Your Roadmap to Becoming a Software Architect
· 🎯 Goal:
· 🧩 Typical Background:
· 🧱 1. Core Technical Skills (Foundation Layer)
· 🧠 2. Architecture Knowledge (Strategic Layer)
· 🏗️ Architecture Patterns:
· 🧩 Design Principles:
· ☁️ 3. Cloud & Infrastructure Knowledge
· ✅ Certifications to Consider:
· 📚 4. Architecture & Design Certifications
· 🧩 5. Soft Skills & Leadership
· 🧪 6. Build a Strong Portfolio (Practical Layer)
· 🧭 7. Suggested 2–3 Year Progression Path
· 💼 8. Complementary Tools to Learn
· 🧠 9. Must-Read Books for Architects

2 months ago | [YT] | 2