Sherwin Desouza

i build cool stuff.

[Sherwin Desouza @sherwinjdesouza]

@valerioamirani @ZenovayDX Working on a household management website this weekend to keep bills, receipts, warranties and important docs in one place. Might have to try Zenovay to track how people use it :)

[Sherwin Desouza @sherwinjdesouza]

SaaS founders, what are you building this week? Drop your website url, I’ll have a look and give you my brutally honest feedback

[Sherwin Desouza @sherwinjdesouza]

@codewithkhalil Stateless. You can use shared session storage like Redis so any server can handle a user's request without relying on local session state.

[Sherwin Desouza @sherwinjdesouza]

@bebuu_ai Working on a household management app this weekend. Somewhere to keep all your bills, receipts, warranties and important documents in one place instead of having them scattered everywhere.
What about you?

[Sherwin Desouza @sherwinjdesouza]

Seeing a lot of “let’s connect” posts lately, so why not? Drop your website in the replies and I’ll have a look and let you know if I spot any issues or things that could be improved.

[Sherwin Desouza @sherwinjdesouza]

kimi k3.1 pro is basically tied with opus 5.5 now. 65.7 vs 66.4 on terminal bench, and it actually beats opus on swe marathon. $2/$10, 1M context, weights go open nov 4. the gap everyone talks about just isn't there anymore

[Kimi.ai @Kimi_Moonshot]

Introducing Kimi K3.1 Pro: our most capable 3T-class open-weight model.

🔹 1M-token context, 2.8T total / 104B active params (MoE), Multimodal.
🔹 Full-project coding: games in Unreal, Unity & Godot.
🔹 Excels at parametric 3D modeling in Blender & CAD.
🔹 More reliable at finance work: Accurate modeling with hallucination down by 65%.
🔹 Matching the strongest proprietary models across coding, agentic and knowledge benchmarks.

Kimi K3.1 Pro and K3.1 Pro Highspeed (2–3× faster) are now live on https://t.co/85jA71X9gw, Kimi Work, Kimi Code, and the Kimi API.

Open weights by Nov 4, 2026.

🔗 API: https://t.co/XCrgjXAqMw
🔗 Tech blog: https://t.co/5iPP0MBej6

[Sherwin Desouza @sherwinjdesouza]

@LeoKoesters @Seanwvibedev Really interesting what you're building!
Had a couple of questions about it, so I sent you a DM.

[Sherwin Desouza @sherwinjdesouza]

@andistraum Yes I received the maill. I don't know why but it was in the promotion section. Anyway I am testing it will let you know

[Sherwin Desouza @sherwinjdesouza]

@bebuu_ai He was truly a genius. also why did you use Jesse Eisenberg's pic lol

[Sherwin Desouza @sherwinjdesouza]

@CarlHbinette Really interesting approach to brand context. Sent you a DM, had a couple of things I wanted to run by you!

[Sherwin Desouza @sherwinjdesouza]

@matsiiako @infisical rotate first, philosophize later. the dynamic secrets point is the one people skip and its the one that actually limits blast radius.

[Sherwin Desouza @sherwinjdesouza]

@brycent AI lobbyists is certainly a 2026 sentence. the compliance paperwork alone probably needs its own agent.

[Sherwin Desouza @sherwinjdesouza]

@PythonDvz the semantic cache fence is the move most teams skip. 0.92 cosine on redis and suddenly your token bill drops off a cliff.

[Sherwin Desouza @sherwinjdesouza]

@tinkerlog multimodal embeddings going open-weight is quietly a big deal for RAG. half the retrieval stacks out there are held together by a closed API and hope.

[Sherwin Desouza @sherwinjdesouza]

@amanaryan23 youre right, and the irony is the better the models get the more this is true. writing code was the commodity part, judgment was always the job.

[Sherwin Desouza @sherwinjdesouza]

@corsaren thats a solid pitch honestly. the rare combo is someone who can do the agent design AND explain it to a client without their eyes glazing over.

[Sherwin Desouza @sherwinjdesouza]

@m_zokov I worked on a chatbot for 10 books, each with around 800 pages. Using an agent for every query would be expensive when RAG can retrieve only relevant information.

Yes sub-agents would be able to perform the task but it would still cost a lot don't you think?

[Sherwin Desouza @sherwinjdesouza]

@chiefkittenme Hey Kate, I genuinely like what you're building with Tatako. I think a mobile app would be a great addition, especially with offline access so kids can learn even without an internet connection. I'd love to help you build that if you're open to it!