
frontend engineering @AtlanHQ • building @malabarjs - js community in kerala • fingerstyle guitarist • shoots and edits for fun
Kerala/Bengaluru
Joined June 2020
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Alwin John retweeted
Today we announce 1Password for Agents platform, building with companies @Muse, SpaceX Super Intelligence Grok @Bot, @AnthropicAI’s @Claudeai, @OpenAI, @TownAI, @Browserbase, @Browser_use, @heydana_ai, Instinct, @usekernel, @Perplexity_ai, @tryramp, @Tomo, and @wajo_ai, with more integrations on the way. 🎉
We've heard from so many of our customers who want to use these new personal AI agents to help them get more done, but want more control over what the agent can access with the same trust and ease of use they get when using 1Password directly.
1Password for Agents gives your agents access without giving up your passwords. When an agent reaches a sign-in form, it requests a credential from your vault. If you approve the request, 1Password directly auto-fills the credential in the destination site so the agent can’t see or take possession of the credentials.
The agent gets the task done, but it doesn’t get your passwords..
You stay in control. 1Password for Agents free and optional for personal and family accounts. Unless you opt-in to an agent connector, agents cannot touch your vault.
➡️Learn more: bit.ly/487da6J
Atlan is a SpaceX Super Intelligence Launch Partner! 🚀
@SpaceXSI launched its Partner Network today, and Atlan is one of the Launch Partners. Every agent on SpaceXSI and Grok Bot can now start from certified business context, through Atlan MCP in the marketplace. 🤝
Alwin John retweeted
Today we’re announcing a new collaboration with @nvidia to bring AI to industrial engineering:
- faster simulation
- open benchmarks and supporting datasets for physics AI
- evaluations for agentic AI in CAE and EDA
More here: mistral.ai/news/mistral-nvid…
Last week was crazy, honestly. Was sick for most of it too 🤒
4 days have passed since I shared kalkandam.in, and somehow all this happened
13k+ reddit views, 3.6k+ X impressions, 2.3k+ pageviews, 280+ font downloads, 100+ conversions, 50+ images created
Got some lovely feedback, feature suggestions, and DMs from people using it for posters, short films, and other projects
Quite a few of you loved the name too, which makes me happy given the story behind it xD
Really happy this little thing I built is finding its way to people ❤️
Re-built Kalkandam (കൽക്കണ്ടം) 🚀
Technically, I built this 2 years ago for myself, when I was designing Malayalam posters from time to time
Now, it brings ~700 Malayalam fonts together in one place: Unicode, MLU, FML, ML-TT, and ML-KV
Preview text in every font
Convert Unicode to ML / FML
Export and download
Check it out: kalkandam.in
Re-built Kalkandam (കൽക്കണ്ടം) 🚀
Technically, I built this 2 years ago for myself, when I was designing Malayalam posters from time to time
Now, it brings ~700 Malayalam fonts together in one place: Unicode, MLU, FML, ML-TT, and ML-KV
Preview text in every font
Convert Unicode to ML / FML
Export and download
Check it out: kalkandam.in
Thank you @rajatsandeepsen for reminding.
Special mention to @smcproject, rachana.org.in/, kuttipencil.in/ and the internet that had so many amazing Malayalam fonts
I think this will do, right? @rajatsandeepsen
let's just say i know someone who knows someone bringing the context
see you at Context Conference on Oct 28 👀
THIS IS ACTUAL F*CKING GOLD
Anthropic just dropped one of the best tricks for Claude Code.
The idea: run Sonnet, Haiku and Opus 5.5 together, each one doing only the job it's best at.
Better output and way fewer tokens, because every task lands on the right model.
You just launch Claude Code like this:
claude --model sonnet --advisor opus
here's the split:
→ Sonnet 5 runs the session and writes the code
→ Haiku 5.5 explores files and docs in parallel
→ Opus 5.5 stays on call as advisor for the big calls
→ you stop burning Opus context on work that doesn't need it
Opus only steps in at three moments:
→ before a plan locks
→ when the same error shows up twice
→ before calling it done
Sonnet builds. Haiku explores. Opus reviews.
JEV engineering is the same move one layer down: the forks that need no thinker (which file, which tool, retry or stop) go to JEV in milliseconds, and the big models only see the ones that split
the full tree
> Sonnet 5 runs the main session and edits code
> search maps the repo on Haiku 5.5
> grep finds call sites on Haiku 5.5
> docs pulls the API reference on Haiku 5.5
> Opus 5.5 on call as advisor, reads the whole transcript when consulted
> JEV routes micro-forks in milliseconds
paste the tree and this prompt into Claude Code ↓
"Rebuild my Claude Code setup around this tree:
1. Run the main session on Sonnet 5 with Opus 5.5 as advisor.
2. Create three read-only Haiku 5.5 subagents: search (maps the repo), grep (finds call sites), docs (pulls the API reference).
3. Add one rule to CLAUDE.md: consult the advisor before locking a plan, after the same error twice, and before calling a task done.
4. Route fast deterministic forks (tool choice, path selection, retries) through JEV.
Show me every change as a diff first. No edits until I say go."
↳ code.claude.com/docs/en/advi…
you'll use this every single day.
Alwin John retweeted
I am raising investment for building a next generation AI lab from India. The vision is simple, build greater models for open community, the same way I built laya, the type 1 decision model that reached the global audience , what if we could build novel Recursive Language Models, Symbolic Reasoning Models. Maybe world models with physics engine, just like Vega series of decision model I recently launched. Like a next mistral from India or maybe more. If you are a VC or have connection, chat is open.
Alwin John retweeted
OMG Codex Nightline (codexnightline.in) mentioned! 🤩
Was one heck of an experience. Really enjoyed hosting it. ✨
So happy to finally share this 💛
I sat down with @reach_vb to talk about the Codex community, how the Ambassador program started, and some of our favourite moments along the way.
Big love to our Codex Ambassadors and everyone building this community with us 🫶
Building the Codex Community
decided to make something today
youtu.be/fRv5eoRXzzI?si=hMc7…
Alwin John retweeted
we have this crazy key-value store at Cloudflare called Quicksilver
instantly updates keys across our whole network. microsecond reads from every location. stupid fast
our customers have asked us for years to make it available
we finally did – in a way we think is quite simple - as a new mode for Workers KV
Workers KV Instant
blog.cloudflare.com/workers-…
If you must blink, do it now
Jev dropped
Laya's decision model has been here for a year?!
now Kev says hi
Alwin John retweeted
Website just dropped! 🤌
Devin Hacks Kochi is getting real.
devinhacks.in
Alwin John retweeted
If you are fine tuning laya. Use github.com/NandhaKishorM/lay…
And use the multi lingual base model


















