Discourse

Community.

We're trying to build the comments section the field deserves — technical, kind, signal-rich. The discussion lives in the forum and on Discord. No karma, no algorithm, no ads.

Forum Discussions

asynchronous

Ask questions, share what you built, run a poll, or just discuss ML systems.

Open the Forum

Discord

real-time

Real-time chat for the working day. Quick questions, debugging help, paper club, off-topic.

Join the server

GitHub Issues

bug reports

Found a bug on the site, a broken link, or a typo in an article? File it on the repo.

Report an issue

X / Twitter

announcements

New articles, threads, and announcements. Follow for the firehose.

@MLSystemsDev

House rules

  1. Be specific. Vague questions get vague answers.
  2. Show your numbers. Benchmarks beat opinions.
  3. Cite, don't paraphrase. Link to the paper, the commit, the issue.
  4. Disagree on substance, never on identity.
  5. Help juniors. We were all juniors yesterday.