Serendeep Rudraraju

Just wishing I could crash like my programs.

[Serendeep Rudraraju @_serendope_]

@ChenY7850 You're right, I don't know how I missed it 😅, I checked it against the run and p¹⁶+(1−p)¹⁶ tracks the observed curve at r≈0.92, so the simulation matches the closed form. Adding it to the post.

Thank you!

[Serendeep Rudraraju @_serendope_]

1/4

A policy I trained against a sandwich reward model ordered 12 slices of halloumi. The reward model gave it +13.59; the simulated customer’s satisfaction was −4.36. No bread. £28.80 on a £6 budget. That’s where my two-part series starts.

[Serendeep Rudraraju @_serendope_]

4/4

Part 1: https://t.co/176cma8irs
Part 2: https://t.co/3Lp1HxVj4n
Code: https://t.co/LGuvqNYILf

[Serendeep Rudraraju @_serendope_]

3/4

Part 2 compares Mamba, test-time training and Titans. Their memory updates differ. I couldn’t find a paper training Mamba’s or Titans’ retention gate against downstream task reward. My three-slot toy tests the discrete version. A sketch, not evidence about a real model.

[Serendeep Rudraraju @_serendope_]

@niqudrift https://t.co/6Z0d4micVG

[Serendeep Rudraraju @_serendope_]

@MicroLaunchHQ https://t.co/41WV6evMYS

Still in early dev though 😅

[Serendeep Rudraraju @_serendope_]

Documentation: https://t.co/41WV6evMYS

[Serendeep Rudraraju @_serendope_]

I'm building Latch, an open-source secret broker for coding agents.

An agent requests a key. You review the project and command, then approve one launch. No secrets in chat. No scattered .env files.Built with Rust + Tauri.

Link below.

[Serendeep Rudraraju @_serendope_]

@agneau123 Working on that!

[Serendeep Rudraraju @_serendope_]

Contributors welcome:
https://t.co/87d5FGS0eo

[Serendeep Rudraraju @_serendope_]

@TimoBuilds_ @TimoBuilds_ time to charge your phone ig

[Serendeep Rudraraju @_serendope_]

@bollineni1234 Serendeep, Marburg
Building agentic co-workers and tools for Coding agents!

[Serendeep Rudraraju @_serendope_]

@TimoBuilds_ Marburg

[Serendeep Rudraraju @_serendope_]

@BastianHinter Hey Bastian, Let's connect!

[Serendeep Rudraraju @_serendope_]

@alexander_jais Hey Alex, let's connect!

[Serendeep Rudraraju @_serendope_]

Umm

@t3dotcodes

[Ben Awad @benawad]

Almost 6 years ago I made a VSCode Tinder extension called VSinder where you swiped on pictures of code

Last weekend one of the couples that matched on it got married 🤯

[Theo - t3.gg @theo]

Async questions are one of my favorite things about GPT-6 Astra

Non-blocking questions are a great way to work with models. They do everything they can without your answer, and don't get confused and treat it as "steering"

[Serendeep Rudraraju @_serendope_]

Favorite GPT-6 Astra feature!

@t3dotcodes @ChatGPT