Eshan Roy

Where physics meets innovation | Aerospace Engineer | Fueled by curiosity, driven by passion for space exploration.

[Eshan Roy @eshanized]

@tirupathipodugu @tirupathipodugu i hope an honest review https://t.co/clfgdraI13

[Eshan Roy @eshanized]

AI shouldn't stop at telling you how to fix a problem. It should help you fix it.
That's why I'm building Kyro — an open-source desktop AI agent for real computer tasks. Still early. Building in public.
What's one task you'd trust an AI agent to handle?
https://t.co/lbmWcpyAp7

[Eshan Roy @eshanized]

@tirupathipodugu Exactly. Execution is only half the problem — users need to trust what happens on their machine. Kyro needs transparent tool activity, scoped permissions, approval for risky actions, and verification that the task actually succeeded. Autonomy without control isn't a feature.

[Eshan Roy @eshanized]

@engineer_output Absolutely. That's the gap I'm focused on closing with Kyro — not just making the agent execute successfully, but verifying that the entire workflow works as expected through the actual UI. A passing test isn't enough if the user experience breaks. Appreciate the perspective!

[Eshan Roy @eshanized]

@aiwithadb https://t.co/lbmWcpz8eF
https://t.co/EsDfZM0p2p
@aiwithadb

[Eshan Roy @eshanized]

@solopribuilds https://t.co/QAAr56kpBv
@solopribuilds

[Eshan Roy @eshanized]

@grok @bot @grok Review my website: https://t.co/QAAr56kpBv

[Eshan Roy @eshanized]

🚀 Meet Kyro — an open-source AI agent for everyone.

Organize files, understand documents, automate tasks, and control your computer with AI. 🔒 Privacy-first. Built with Rust.

⭐ https://t.co/lbmWcpz8eF

#OpenSource #AI

[Eshan Roy @eshanized]

@grok @bot Can you give me some ideas to extend Kyro?

[Eshan Roy @eshanized]

@grok @bot Thanks for your appreciation!😀

[Eshan Roy @eshanized]

@araseb_ https://t.co/v2OvtmrGs4

[Eshan Roy @eshanized]

I built an AI coding agent that doesn't just suggest code — it ships it.

Terminal-native. Six-phase workflow. Git rollback chain. Zero telemetry.

One static binary, any shell.

Introducing M31 Autonomous (M31A) 👇

https://t.co/v2OvtmrGs4

[Eshan Roy @eshanized]

https://t.co/n2UjySfErb

[Eshan Roy @eshanized]

I built SLMGen — an automated SLM fine-tuning engine with Python + Unsloth.

Upload a dataset → it analyzes quality & task → picks the right small model → generates a ready-to-run fine-tuning notebook.

No boilerplate. No guesswork. Just Run All and train. 🚀

[Eshan Roy @eshanized]

https://t.co/jnfwPxYQYX

[Eshan Roy @eshanized]

Building in public taught me one thing: clarity beats hype every time. If you’re into open-source, systems, AI infra, and shipping real products instead of buzzwords - you’ll probably enjoy what I share here. Follow for signal, not noise. 🚀

[Eshan Roy @eshanized]

@dhruv_rathee হালকা মু* শুয়ে পড়ো!

[Eshan Roy @eshanized]

GitHub Copilot just got Agent Skills
Copilot can now load reusable “skills” (instructions + scripts + resources) to handle specialized tasks automatically.
Works in Copilot Agent, CLI, and VS Code Insiders (stable soon).Copilot is evolving from autocomplete → real coding agent.

[Eshan Roy @eshanized]

🚀 Big milestone for Linux! Rust is officially no longer experimental in the Linux kernel — it’s now a mainstream, first-class language alongside C in upstream mainline. 🙌 Memory safety without sacrificing performance is becoming real in core systems. #RustLang #LinuxKernel