$
~/blog
$ ls -la blog-posts/
megabake_launch.md September 26, 2026
torch-compile-end-to-end.md September 2, 2026
torch-compile-in-the-wild.md August 12, 2026
vllm-torch-compile-and-ir.md April 16, 2026
torchdynamo-python-to-fx-graph.md March 20, 2026
vllm-and-torch-compile.md January 16, 2026
vllm-pytorch-meetup.md December 20, 2025
vllm-architecture-deep-dive.md October 8, 2025
$ cat blog-posts/*
- Introducing MegaBake: a megakernel compiler for PyTorch
*Why I started it, what it does today, and where Iโ€™d love some help. ยท 5-minute read* <figure style="margin: 1.5rem 0; display: flex; flex-direction...
cat 2026-09-26_megabake_launch.md โ†’ Read
- A ground-up tour of torch.compile
<!-- Source presentation: torch.compile e2e.pdf. Date is the blog publication date. --> I wanted to connect the parts of `torch.compile` that are of...
cat 2026-09-02_torch-compile-end-to-end.md โ†’ Read
- torch.compile in the wild: Where real projects draw the boundary
<!-- Source presentation: torch.compile in the wild.pdf. Date is the blog publication date. --> The interesting question about `torch.compile` is of...
cat 2026-08-12_torch-compile-in-the-wild.md โ†’ Read
- Why vLLM needed an IR: What it is and how it works
<!-- Source presentation: vLLM, torch.compile and IR.pdf. Date is the blog publication date. --> vLLM already uses `torch.compile`, so why add anoth...
cat 2026-04-16_vllm-torch-compile-and-ir.md โ†’ Read
- From Python to FX Graph: How TorchDynamo captures PyTorch programs
<!-- Source presentation: March meetup talk.pdf. Date is the blog publication date. --> Calling `torch.compile` takes one line. Understanding how it...
cat 2026-03-20_torchdynamo-python-to-fx-graph.md โ†’ Read
- Where torch.compile meets vLLM
<!-- Source presentation: vLLM & torch.compile.pdf. Date is the blog publication date. --> After looking at vLLM's scheduler and KV cache, I wanted ...
cat 2026-01-16_vllm-and-torch-compile.md โ†’ Read
- vLLM from the ground up: My PyTorch meetup walkthrough
<!-- Source presentation: vLLM presentation - Pytorch meetup.pdf. Date is the blog publication date. --> For this PyTorch meetup talk, I started wit...
cat 2025-12-20_vllm-pytorch-meetup.md โ†’ Read
- Understanding vLLM: An architectural deep dive
<!-- Source presentation: vLLM presentation.pdf. Date is the blog publication date. --> Running one prompt through an LLM is fairly easy. Keeping a ...
cat 2025-10-08_vllm-architecture-deep-dive.md โ†’ Read
$ grep -r