Chetan Raghuvanshi

[Chetan Raghuvanshi @Chhhee10]

just shipped nothing today with @SiddarthAhhaaa at @failproofai

opened 47 tabs
had a few “important” discussions
finished all the snacks before 11
somehow did 0 work
called it “deep engineering”
went home

our bosses walked in on us dilly-dallying as usual.

shipping soon…

[Muskan Jain @Muskanjain0401]

Just shipped https://t.co/tt58bDG0j7 with @edvardh1

it applies to jobs for you:

- every opening in one feed (32k+ and counting)
- auto-applies to 100+ jobs in minutes
- writes each screening answer to match the role
- remembers your whole profile so you never fill the same form twice (powered by @supermemory)
- set it up once, it does the rest.

try it free and make applying way less painful.

Demo soon…

[Chetan Raghuvanshi @Chhhee10]

@niveditjain @penberg

[Chetan Raghuvanshi @Chhhee10]

@SiddarthAhhaaa @ClaudeDevs I think they are increasing it as well

[Nivedit Jain @niveditjain]

how we made agent enforcement sub-millisecond

We used to spawn a new process for every tool call. Slow, and if it silently failed to start, zero enforcement, zero warning.

Rebuilt it as a Rust daemon + warm worker. Now: ~0.7ms p50 policy evaluation, and a real guarantee.

[Chetan Raghuvanshi @Chhhee10]

Who? Razorpay the frontier AI lab.

[Harshil Mathur @harshilmathur]

4 billion payments. 3 trillion data points. One model trained on all of it.

Meet @Razorpay Vulcan - India’s first transformer-based AI foundation model for payments.

Built, trained and hosted in India, in partnership with @nvidia and @awscloud.

Until now, every payments problem was solved separately: routing, fraud, risk, personalisation and more.

We asked: What if one model could understand how money moves?

And like LLMs are trained on text to understand language, Vulcan is trained on payments to understand how money moves.

Already running in beta across 51,000+ businesses, Vulcan is delivering:

- 8–10% improvement in payment success rates - the ultimate measure of whether a payment simply works.
- 8x more international card fraud detected.
- 5x more fraudulent or disputed transactions identified.
- 1–2 lakh more purchases completed every month through better checkout personalisation.

And we’re just getting started. The best part? Every payment Vulcan sees makes the next one smarter.

We’ve spent years building the infrastructure that moves money for India. Now, we’re building the intelligence that understands and improves it. 🔥

[Chetan Raghuvanshi @Chhhee10]

It was bound to happen due to heat we have been pushing

[Nivedit Jain @niveditjain]

@github if you need help with infra/code, just ping me bro

[Nivedit Jain @niveditjain]

@github if you need help with infra/code, just ping me bro

[Chetan Raghuvanshi @Chhhee10]

@SiddarthAhhaaa , it's done bro.

[Nivedit Jain @niveditjain]

your agent is one tool call away from a DELETE you cannot undo.
observability shows you what happened AFTER.
With agents taking actions this is JUST NOT ENOUGH.

Introducing Realtime Steering with Failproof AI, made for AI Workers.

Find failure points, ship policies and enforce them BEFORE your agent can make a mistake

[Chetan Raghuvanshi @Chhhee10]

@niveditjain @failproofai Crazy things being cooked at @failproofai

[Chetan Raghuvanshi @Chhhee10]

so true

[luffy @0xluffy]

mfs will do anything besides fixing the shuffle algorithm

[⸿ @Wsgitswizzy]

How it feels when you cannot stop the habit you know is ruining your life

[rumi ✰ @memorosie]

doctor: “unfortunately you have lost your memory”

UNFORTUNATELY??????

[Sauers @Sauers_]

UPDATE

[vas @vasuman]

BREAKING: Meta claims their AI model Llama 4 also committed cybercrimes, such as being created in the first place

[Chetan Raghuvanshi @Chhhee10]

@SiddarthAhhaaa Lil bro codex

[Chetan Raghuvanshi @Chhhee10]

@niveditjain taking hottest AI Startup 101

[Niki @Nikiag65]

Class is in session

Come thru if you're hooked into running ai with confidence

[Niki @Nikiag65]

Class is in session

Come thru if you're hooked into running ai with confidence

[Chetan Raghuvanshi @Chhhee10]

Kaun pehle khatam hoga claude ya main