Work
Alma Inc, now
Founding engineer. Computer-use agents that run on their own.
- 5–8× faster: Computer use made 5 to 8 times faster, still state of the art.
- 10× cheaper: 10 times cheaper to run: about 26 to 33 cents a Mac task.
- cua: Official contributor to trycua. A faster macOS driver. The pull requests
- open-codex-computer-use: Official contributor. Background control of macOS, in Swift. The pull requests
- pi_agent_rust: Found why prompt caching failed through LiteLLM. Fixed upstream. The pull request
- optical-read-mcp: Code handed to a model as images: about 7× more per token. github.com/hyprcat/optical-read-mcp
Midsphere AI, 2025 to 2026
Founded it. General agents and everything they run on.
- Razorpay Rize: Officially part of Razorpay Rize.
- T-Hub: Officially part of T-Hub.
- Manus, rebuilt: Reverse-engineered Manus’s agents, end to end.
- Days-long agents: Agents that keep working, unattended, for days.
- 800+ connectors: Over 800 tools and services an agent could reach.
- Linux computer use: Agents driving full XFCE desktops in Linux sandboxes.
- mac-cua: Computer use on macOS that never takes over your screen. github.com/hyprcat/mac-cua
- exo: An agent framework for distributed systems. github.com/midsphere-ai/exo
- AWorld: Contributor to inclusionAI’s multi-agent framework. github.com/inclusionAI/AWorld
- Terminal-Bench #22: 22nd on Terminal-Bench.
- GAIA 70.76%: 70.76% on the GAIA test split.
- IMO 5.5 / 6: 5.5 of 6 at IMO 2025, from a multi-agent network.
Limelight Social, 2023 to 2024
Founded it. A video platform for creators, built by hand.
- 100K+ lines by hand: Backend and frontend, across Limelight and Hazel.gg, without AI.
- 40M model: A 40M-parameter custom model, trained in-house.
- 1,200 users: 1,200 people, before I wound it down in October 2024.
- 2TB streamed: 2TB of video through its own pipelines.
Hazel.gg, 2023
A gamified social platform, on my own.
- 5M model: A 5M-parameter custom model sorting every post by topic.