Public forums answer the questions that are safe to ask in public. What actually moves an application is a referral from someone inside, a mock interview from someone who grades them, and a private answer about whether a team is worth joining. That needs a small room, not a big one.








You ask, with the posting and the reason you are a fit. Members inside that company decide for themselves. Nobody is obliged to refer anyone, and a referral you have not earned is worth little anyway — it is their reputation being spent.
What makes the ask work is having something to point at: a track finished, a challenge on the leaderboard, a project written up. That is the other reason the curriculum is free.

Not yet. This page describes what we are building. The curriculum ships first; the community opens once there are enough members for a referral request to reach someone useful.
No, and be skeptical of anywhere that says otherwise. Members choose who they refer, because it is their standing inside the company that is on the line.
Members further along, matched by the track and the level you are targeting. Many of them run interview loops themselves, which is what makes a mock worth sitting.
Mentoring is member to member and included in Pro. There is no marketplace, no hourly rate, and nothing to upsell you once you are in.
Study groups working through a track together, paper readings, mock interview evenings and offer-negotiation clinics. All of them are part of Pro.
Yes. What a member says about their employer stays inside, and debriefs are never shared with the company they are about.
Membership costs $9,900 and buys no ability to contact members in bulk. That is a poor deal for anyone whose interest is your inbox rather than your career.
No. There is one product — ML Engineer Pro, $9,900 once for 5 years of access — and the community is part of it.

