FOR ENGINEERS
Research.
Working notes and longer investigations — the unpolished thinking behind the shipped systems.
GPU · RUNTIMEWorking note · 2026
Scheduling LLM inference across consumer GPUs
The bottleneck isn't compute. It's what you choose to run, and when — a scheduler that picks the right backend per operation beats brute-force parallelism on hardware that was never meant to share a workload.
READ THE NOTE →AGENTS · SYSTEMSDraft · 2026
Protocols for handing work between agents under partial context
READ THE NOTE →OPERATING SYSTEMSNotes · 2026
Treating models as processes in an AI-native operating system
If a model can be scheduled, it can be a citizen of the kernel, not a guest of it — the OS primitives that manage processes (priority, preemption, resource limits) apply almost directly to managing models.
READ THE NOTE →