Devang J

Noob SWE | Fixing bugs in AI generated code | Luffy will become King of the Pirates ⚡

[Devang J @jeepsdev]

Started my coding journey as a beginner, struggling with the simplest concepts. Now, every small win feels like proof that consistency beats doubt. ✨ It’s not easy, but I’m showing up every day. That’s what matters. #CodingJourney #100DaysOfCode #KeepGoing

[Devang J @jeepsdev]

People blame the LLM when RAG gives wrong answers,
usually it's the scraper silently eating data before it hits the index
the LLM wasn't hallucinating, it had genuinely empty context #RAG #BuildInPublic

[Devang J @jeepsdev]

@janim007 Embeddings for now, section based chunking(split on H2,H3 headers, not fixed token windows)

[Devang J @jeepsdev]

Turns out LLMs know broad One piece lore but completely make up specifics, bounties, side chars confidently wrong, so I'm building a fun project, a wiki grounded agent .
#BuildInPublic #OnePiece #RAG

[Devang J @jeepsdev]

@yabsssai The wiki is chunked by section headers so each retrieval hit a focused piece of content. The agent pulls the exact section and cites it, no guessing.

[Devang J @jeepsdev]

Got this today, Why is it so addictive?....... Or maybe I just have anxiety.....👀

[Devang J @jeepsdev]

@LessonsFromProd Exactly, "security theater" is perfect framing.

[Devang J @jeepsdev]

the "no server" databases are underrated. SQLite and ChromaDB together covers what most side projects actually need, stop spinning up Postgres for everything

#BuildInPublic #RAG

[Devang J @jeepsdev]

Your Al agent feels sluggish ? don't just blame the LLM, we had sync DB writes running inside async websocket handlers - 4-6 per message turn, each one freezing the event loop, one threadpool executor later, responses felt faster,
the bottleneck might not be where you think...👀

[Devang J @jeepsdev]

Wtf it is over
#DCvsRCB

[Devang J @jeepsdev]

So it began.... can you guess?

[Devang J @jeepsdev]

Time to Build Something💪

[Devang J @jeepsdev]

Hmm Let him cook...

[Devang J @jeepsdev]

Time to Build Something💪

[Devang J @jeepsdev]

God of War is so peak 😭

[Devang J @jeepsdev]

2025 Wrapped 🍀:

- Landed my first full-time role
- Built small habits: daily coding, meditation, workout, reading
- Read books that changed my perspective
- Started taking care of my body and mind, not just career
Consistency > Intensity

I consider it a win over last year

[Devang J @jeepsdev]

My 2024 Wrapped:

> "Nothing happened."

Looking forward to 2025🚀

#2024Wrapped #OnePiece

[Devang J @jeepsdev]

Happy new year ✨️✨️

Let's manifest that we achieve our goals this year....

[Devang J @jeepsdev]

@chilledmacroni Me 2 😔

[Devang J @jeepsdev]

What a crazy panel!!!
#ONEPIECE

[Devang J @jeepsdev]

@vatzzzz27 Ohh 😅, it's mermaid live editor

[Devang J @jeepsdev]

Low Level Design kinda fun and super useful...

[Devang J @jeepsdev]

A lot has been going on nowadays since I was at home.
Will get back on track soon,
This time focusing on dsa and building something.....
#100DaysOfCode