Adarsh Singh

Software engineer who learns by building stuff,
Sometimes it works. Sometimes it teaches 😄

[Adarsh Singh @imadarsh2002]

🎉 Thrilled to make open-source contribution to @calcom ! 🚀💻

Huge thanks to @100xDevs and @kirat_tw for the guidance — this experience reinforced the power of building, shipping, and contributing to real-world products.

#OpenSource #WebDev #BuildInPublic

[Adarsh Singh @imadarsh2002]

@alexxgrowth https://t.co/dPXcBUQnSX

[Adarsh Singh @imadarsh2002]

@su_myth__ like it

[Klaas @forgebitz]

junior devs using ai in a large code base

[Adarsh Singh @imadarsh2002]

@TheArnabSaha Bro is Too honest for 2026

[Adarsh Singh @imadarsh2002]

@TheArnabSaha @xAccioPeace I like Alex....

[Adarsh Singh @imadarsh2002]

@TheArnabSaha @xAccioPeace Because of PHIL....

[Tech with Mak @techNmak]

POV: My everyday experience with Claude

[Adarsh Singh @imadarsh2002]

🔥 If you think “database = SQL”… you’re already limiting your system design.

Different problems need different databases — and great engineers know when to switch.

Relational DB ≠ NoSQL DB
Relational DB → Structured tables with fixed schema and strong consistency
NoSQL DB → Flexible schema designed for scale and high traffic

Relational DB ≠ Object-Oriented DB
Relational DB → Data split across tables and connected using joins
Object-Oriented DB → Data stored as complete objects, closer to real-world models

When building real systems, you don’t just use relational databases —
you rely on NoSQL for scalability and flexibility, and sometimes object-based models for complex domain logic ⚡

Think like this:
User + Orders in SQL → Multiple tables + joins
User in Object DB → One complete object with nested data

Hierarchical DB ≠ Relational DB
Hierarchical DB → Tree-like structure with parent-child relationships
Relational DB → Flexible relationships using foreign keys and joins

This matters when your data naturally forms a hierarchy — like org structures or file systems.

Reality most devs ignore 👇
No single database solves everything

Relational DBs give:
Consistency and normalization

NoSQL gives:
Scalability and flexibility

Object DBs give:
Closer mapping to real-world entities

But each comes with trade-offs in performance, complexity, and scalability.

This small distinction changes how you design systems —
especially when your app starts scaling beyond simple CRUD.

Building systems > memorizing concepts.

What’s one concept developers often misunderstand?

#fullstackdeveloper #softwareengineering #webdevelopment
#javascript #reactjs #backend #buildinpublic #nodejs #nextjs
#typescript

[Mashood K @fromcodetocloud]

Still waiting for the tests to complete

[Adarsh Singh @imadarsh2002]

@TheArnabSaha Bhai yahi best creatine hai. US.😋

[Adarsh Singh @imadarsh2002]

@TheArnabSaha Same

[Adarsh Singh @imadarsh2002]

@TheArnabSaha Whey protein. its good 27 g of protein in one scoop

[Adarsh Singh @imadarsh2002]

@nitishyadav_twt @logto_io Thanks 👍👍

[Adarsh Singh @imadarsh2002]

Just got my PR merged into @logto_io 🚀

Implemented a native MailJunky Email Connector for Logto with auth email support, Handlebars templating, i18n support, validation improvements, and tests ✅

1230+ lines contributed • 15 commits

Open source keeps teaching me how production-grade software is built 🙌

#opensource #typescript #nodejs #github #logto

[Nandkishor @devops_nk]

Reading the policies which HR told me on 1st day of joining.

[Mashood K @fromcodetocloud]

My friend adding Devops Engineer in his resume after learning :

kubectl apply -f deployment.yaml

[Ramin Nasibov @RaminNasibov]

getting paid after taxes

[Karthik @karthikponna19]

POV : USING CLAUDE OPUS 4.7 TO JUST RENAME A VARIABLE

[Adarsh Singh @imadarsh2002]

@TheArnabSaha Don't know about it yet 🥺🥺