A minimal, reproducible Docker setup for ML experiments
Pin everything, mount data, never bake it. The boring setup that stopped me losing runs.
Posts
KV cache, and why LLM inference is memory-bound
The cache that makes autoregressive decoding fast also makes it the thing that runs out of memory first.
eBPF: tracing syscalls without a kernel module
Attaching a verified program to a tracepoint, and why this beats strace under load.
Tuning TCP BBR and fq on a high-latency link
Switching off loss-based congestion control on a long-fat path, and the fq gotcha for UDP.
WireGuard: why it's so small
~4k lines, one cipher suite, no negotiation. The design choices that make it auditable.
The TLS 1.3 handshake, in plain terms
One round trip instead of two, and why the ServerHello already carries a key share.
A first, honest look at io_uring
Two ring buffers, one syscall, and the mental model that finally made it click.
Notes on cgroups v2: memory limits that actually hold
Why my OOM kills moved around after switching to the unified hierarchy, and the three knobs that matter.