Dogukan Tuna
Hi, I work on the part of AI that happens a few nanometers from the wafer: world and science simulations for semiconductor manufacturing, computational lithography, wafer-scale AI chips, and hardware and software that co-design together. I post longer writing and worklogs here. My open-source projects are on GitHub, and shorter notes live on 1nm.si.
Work
What I tinker with day to day
Speedrunning
Mythein LabsMachines that get better at getting better.
Projects
Built on the side, mostly open source.
Open source
cu-JevCUDA-native System One decision engine with a Jev-compatible API.
Writing
Research notes, build logs, and the occasional deep dive
- Worklog: a recurrent looped transformer in Lean
- Introducing cu-Jev (CUDA-Jev)
- Multi-agent orchestration with Codex, borrowing Fable 5.1 and Fugu Ultra v1.1
- Verified Replay Distillation (VRD) recipe for continual learning in verifiable domains
- autoresearch-mamba: Karpathy-Style Autoresearch for Mamba-2, Mamba-3, and Hybrid Mamba–Transformer MoE
- A self-improving skill catalog for AI agents