Varun.sh

Whisper in the eternity | SDE (applied AI) at Chainframe

[Varun.sh @TheV_Stack]

Now midway of building a component specific UI-library
see here:https://t.co/4P3pCKikaz
currently in phase one
#buildinPublic #saas

[Varun.sh @TheV_Stack]

Discovered a far better way for retrival using Reasoning based DB that creates a Table of contents(TOC) divinding the document into nodes without loosing semantics of original document ,One framework was @PageIndexAI

#buildinpublic

[Varun.sh @TheV_Stack]

Spent last wee studying making RAG bots and vector databases mainly using @neondatabase (pgvector)
Created one RAG trained on basketball data with some of my profile knowledge.
Try here: https://t.co/ptNfJh1QWk

[Varun.sh @TheV_Stack]

@CiprianiRanieri Did you try the apply one feature in hero section??

[Varun.sh @TheV_Stack]

@martin_valchev_ Thank you

[Varun.sh @TheV_Stack]

@aryanlabde Its an Open source project ,Try it below👇
https://t.co/4P3pCKikaz

[Varun.sh @TheV_Stack]

@ollieforsyth here's mine : https://t.co/4P3pCKikaz

[Varun.sh @TheV_Stack]

Something backend devs eventually realize:

Schemas exist in multiple places.

Validation schema
Model schema
Database schema
Understanding how they interact makes system design much easier.

[Varun.sh @TheV_Stack]

One underrated skill in engineering:

explaining what you built clearly.

Spent some time refining project descriptions today and realized writing impact > listing features.

[Varun.sh @TheV_Stack]

Did a small QA pass on a project today and tried looking at it in three ways:

• bugs
• UX friction
• “good to have” improvements
That small mental model actually surfaces way more issues than just looking for bugs.

[Varun.sh @TheV_Stack]

Interesting realization today while reviewing code:

Testing strategy isn’t just about coverage.

Unit tests protect logic.
Integration tests protect system behavior.
Smoke tests protect deployments.
Different problems, different tools.

[Varun.sh @TheV_Stack]

Backend question I was thinking about today:

Do you handle validation at the API layer (Zod) or rely mostly on database schema validation?

Personally starting to see the value of doing both — different layers, different guarantees.

[Varun.sh @TheV_Stack]

Worked on an agri-tech system during Smart India Hackathon 2025 called Kshetrin.
Focused on combining AI recommendations with hardware-driven irrigation systems.
Reached the finalist stage — huge learning experience.

[Varun.sh @TheV_Stack]

@KevinBelfort_30 NavUI
UI specific component library
Link :https://t.co/4P3pCKikaz

[Varun.sh @TheV_Stack]

@suni_code here : https://t.co/4P3pCKikaz
development but feedbacks are appreciated

[Varun.sh @TheV_Stack]

@AtharvaTiwari07 this: https://t.co/4P3pCKikaz

[Varun.sh @TheV_Stack]

@aseeralfaisal yo

[Varun.sh @TheV_Stack]

@mannupaaji

[Varun.sh @TheV_Stack]

Now midway of building a component specific UI-library
see here:https://t.co/4P3pCKikaz
currently in phase one
#buildinPublic #saas

[Varun.sh @TheV_Stack]

@adityanayak_ one advice, lots of whitespace around the text which you can use it, nice article though