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
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
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
@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.
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
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...👀
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
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