asr ❄️

[asr ❄️ @_AdarshSingh_]

We wanted to play Mecha Chameleon, but it wasn't supported on Mac, so we made Mecha Girgit. Go play the game!

[krishna @OccupyingM]

hiring backward deployed agent engineer at our brand new indie game company

meccha-girgit

it's fully opensourced go and try it with your friends open a pr if you want to get hired.

link below 👇

[krishna @OccupyingM]

Agentic Engineering has completely changed it's shape in the past few weeks if you want to get ahead here are some concepts you absolutely need to know for your own scaffolding

1. Continual Traces → Traditional logging has been rendered obsolete by these god tier models and harnesses. so instead you use continual traces logs that build upon themselves as the context grows

2. Agent Security Stack → Trust provision provenience and containment by design.

3. Stochastic Hierarchical Iterative Topology → Adaptive multi-level exploration of solution spaces. Using tree traces and the inherent laws of math to direct your agent harness for long running tasks

4. Relational Context Retrieval → Retrieve relationships, not documents, using relational dbs to constantly improve and connect your growing context

5. Filter Using Constraint Context: Current harnesses will have you believing that semantic search has been rendered obsolete but this technique allows you to improve your harness by leveraging the inherent semantic understanding of LLMs to efficently search relevant context.

DM me for the complete doc to 100x your agentic capabilities

[krishna @OccupyingM]

can your llm rotate a shape inside it's head?

i found out yes but it's a fucking idiot when it comes to the upper layer...

why? non uniform spatial reasoning....

here's an eval to test the internal latent reasoning of your models.

[sarthak @srthkdev]

gpu blessing received
tell me cool stuff to build with this
thanks! @PrimeIntellect

[sarthak @srthkdev]

another pr got merged in @PrimeIntellect environments
made a legalbench rl env with verifiers,
thanks a ton for the bounty!

[sarthak @srthkdev]

got a dm from tpot’s favorite ai researcher @willccbb

[sarthak @srthkdev]

got 10pr merged @/verifiers

[asr ❄️ @_AdarshSingh_]

can be used to scrape things as well
https://t.co/wlQihwM7ZY

[asr ❄️ @_AdarshSingh_]

just shipped websentinel for #agenthack2025 #portia
selenium tests break when you change literally anything.
websentinel uses ai agents with memory to understand your app like a human tester would.
no more fragile xpath selectors. just tests that actually work.

[asr ❄️ @_AdarshSingh_]

Just started building WebSentinel for #AgentHack2025!
Tired of Selenium tests breaking every UI change? WebSentinel uses AI agents with memory to create self-healing tests that understand context like human testers.
No more brittle selectors. Just intelligent testing.
#AI #Test

[asr ❄️ @_AdarshSingh_]

@dhuri_twt @Qloo have they interacted with your app demo yet?

[enji vi @original_ngv]

I'm a final year student of the program. I also worked in their Student Place Com for 2 years. Some facts about the program people don't know

> Only the top 1% of students pass this degree within 4 years. 15k students were admitted in the first batch. So far, only 800 odd students have graduated.

> The current GATE DA topper is from this degree, so are a majority of the top rankers. The other degree toppers are publishing papers abroad.

> This degree has absolute grading, and not relative grading like most people think. Which means if you score low, you get an abysmal grade.

> All of the course content (recorded + live) is taught by PhD students from IITs or the Professors themselves.

> The top 1% of students get to study on campus just like the BTech students.

> All of the papers are either in the JEE Advanced pattern (no negative marking) or are written theory exams. You are expected to write all of the exams in a single day (4 hours for 4 papers - each 100 marks)

> In the 3rd and 4th years, every course has an associated project. Which is 30% of your grade. If you flunk the project, you fail.

I won't go as far as to say that BS students get the same level of education as a BTech from IITM. No. But I'd say anyone passing this degree isn't something to sneeze at.

Ignore some of the Foundation students, tho, they usually never make it past the first year.

[asr ❄️ @_AdarshSingh_]

@edchucation m4. will use it for web development and learn data science and applications

[asr ❄️ @_AdarshSingh_]

@vedikabaisa 12/12/2003 around 8:10 pm

[asr ❄️ @_AdarshSingh_]

@notcodesid can you help me buy cursor premium? it would be a great help to me!

[cash @akash87478]

Just dropped a Starter Kit – a fullstack @nextjs 15 template

- Auth: @better_auth
- ORM: @DrizzleORM
- DB: PostgreSQL & @neondatabase
- UI: @shadcn_ui & @tailwindcss v4

https://t.co/BdxL1HOoLU

[Narendra Modi @narendramodi]

Like all of you, I also enjoyed seeing myself dance. 😀😀😀

Such creativity in peak poll season is truly a delight! #PollHumour

[asr ❄️ @_AdarshSingh_]

🇮🇳

[asr ❄️ @_AdarshSingh_]

Everything is in our hands!!
We just need to work for it

[asr ❄️ @_AdarshSingh_]

daily dose of #dharmic x #tech #cinematic