abshkbh

10 karma · joined April 2, 2025

Current: Agent Infrastructure @ OpenAI

Prev: Built Arrakis - MicroVM Sandboxes for AI Agents (https://github.com/abshkbh/arrakis)

Prev: Systems and Infra at Replit, Google, Microsoft.

Feel free to get in touch at - Mail- abshkbh AT gmail.com LinkedIn- https://www.linkedin.com/in/abshkbh/ X- https://x.com/abshkbh

(Views my own)

submissions comments

abshkbh··on The Codex App

We did train Codex models natively on Windows - https://openai.com/index/introducing-gpt-5-2-codex/ (and even 5.1-codex-max)

abshkbh··on GPT-5.2-Codex

We have made this model even better at programming in Windows. Give it a shot :)

abshkbh··on Building more with GPT-5.1-Codex-Max

We have trained this model on Windows (our first model to do so). Give it a try!

abshkbh··on Building an agentic image generator that improves itself

Palash this is a great post, I learnt a lot as an image gen noob! Keep writing more :)

abshkbh··on The Windows Subsystem for Linux is now open source

Amazing, I briefly worked on WSL v1 in 2015! 10 years and going

abshkbh··on Launch HN: Cua (YC X25) – Open-Source Docker Container for Computer-Use Agents

https://github.com/abshkbh/arrakis Also building in this space using MicroVMs. Currently working on a Mac port. Would love to connect - abshkbh AT gmail.com

abshkbh··on MCP Run Python

Crosvm (our original Google project) and its children projects Firecracker, Cloud-Hypervisor are all based on top of "/dev/kvm" i.e. the Linux Virtualization stack.

Apple's equivalent is the Apple Virtualization Framework which exposes kvm like functionality at a higher level.

abshkbh··on MCP Run Python

https://github.com/abshkbh/arrakis

Will come with MacOS support very soon :) Does work on Linux

abshkbh··on The Agent2Agent Protocol (A2A)

Morden software consists of separation of responsibilities between services and a higher plane orchestrating the data flow for business logic.

If you believe there is value in fuzzy tasks being done by LLMs then from that it follows that having separate "agent" services with a higher order orchestrator would be required. Each calling LLMs on their own inside.

abshkbh··on Show HN: Arrakis – Open-source, self-hostable sandboxing service for AI Agents

Thank you :)

abshkbh··on Show HN: Arrakis – Open-source, self-hostable sandboxing service for AI Agents

Ty! Ashish, excited to chat more about this tech.