Status
SteamPeaks
ChartsSalesUpcomingPatchesNewsCalculator
New on SteamEvery app, DLC and depot the minute Steam creates itAppsEvery app on Steam, newest change firstPackagesSubs and bundles, and what each containsDepotsDepots, manifests and install sizesTagsSteam's user tags and the games under themDevelopers & publishersCompanies and their cataloguesTechnologiesEngines, SDKs and anti-cheat found in the filesChange historyEvery PICS changelist as it lands
SignalsNineteen readings of the whole catalogueCompareAny games side by sideRecordsAll-time peaks and the days they were setReportsWeekly and monthly write-upsAlerts & newsroomWatch a game, get told when it movesSteam statusIs Steam up, right nowWeb API explorerTry the endpoints in the browser
NewsSteam's own announcements and the sales calendarCalculatorWhat a Steam account is worth, and its pile of shame
/
Sign in
/
SteamPeaks
The ultimate resource for Steam data.
ExploreChartsSalesSales and festsUpcomingPatchesNewsRecordsTrendingSignals
DatabaseAppsPackagesDepotsTagsDevelopersTechnologiesChange history
ToolsCalculatorCompareSearchAlertsSteam statusAPI
SiteMethodologyFAQDiscordSupportSign in via Steam
Not affiliated with Valve or Steam. Game names and artwork belong to their owners. All times UTC.
PrivacyCookiesFair useStatus
while True: learn()NewsSuperWEIRD COOP IS OUT!!!
Esports

SuperWEIRD COOP IS OUT!!!

while True: learn() · published 14 Jul 2026, 15:00 UTC

All newsPlayers around this dateRead on Steam

Hi, machine learning specialists!

Today we’re stepping a little outside while True: learn() to share the biggest news from the project our team is actively working on right now.

It’s called SuperWEIRD. It has a different world, clumsy robots, production chains, and considerably more suspicious goo, but the basic principle may feel familiar: you build a clever system, press the button, and immediately discover several outcomes that were definitely not in the training dataset.

https://store.steampowered.com/app/3818770/SuperWEIRD/

For anyone seeing it for the first time, SuperWEIRD is an automation roguelite about building production chains, commanding robots, rebuilding a broken planet with Tetris-like pieces, and trying to stop the Corruption known as Goofy Goo.

SuperWEIRD now has co-op

We’ve just launched our very first proper co-op build.

Naturally, everything started falling apart almost immediately.

Shortly before release, we discovered that a player could invite themselves into their own co-op session. Which is technically multiplayer, depending on how philosophical you feel about it.

We fixed that, fixed quite a few other things, and probably generated several exciting new edge cases for future us to investigate. Now we need to see how co-op behaves outside the carefully controlled environment of our development machines.

We’re especially interested in full video playthroughs. Written feedback tells us what went wrong, but recordings help us see where players hesitate, what feels unclear, what unexpectedly works, and which robot has decided to produce results with suspiciously low validation accuracy.

You can sign up for the co-op playtest here:

Players who can record their playthrough will be invited first.

And one more very important thing

Our artist Anya has brought one of the game’s NPCs to life — a character who has already quietly become the project’s little mascot.

Please take a moment to admire this adorable creature and send some well-deserved compliments Anya’s way.

We’ve also uploaded the painting process to the SuperWEIRD YouTube channel, for anyone curious to see how it all came together.

while True: learn() taught us that even the smartest system behaves differently once real people start experimenting with it. That lesson is proving extremely useful again — now with co-op, robots, planetary reconstruction, and Goofy Goo added to the dataset.

Want even more automation?

  • Sign up for the closed playtest of our new game
  • Join our Discord
  • Visit our website
  • Play our free games
  • Write a comment under your favorite gaming YouTuber’s video asking them to review the game

Want more automation?

  1. Sign up for the closed playtest of our new game
  2. Join our Discord
  3. Our website
  4. Our free games
  5. Write a comment under your favorite gaming YouTuber’s video asking them to review your game
More from while True: learn()

Other announcements

All news
Sale10 Sep 2026Programming fest: while True: learn() is 40% OFFDear friends, We have several big pieces of news for you today. Steam Programming Fest has started, which is a pretty important occasion for people who enjoy programming, automation, machine learning, and making computers do all the work for them. And yes, there is some nice sale news too — but first, let’s talk about what’s happening with our games. The SuperWEIRD open playtest starts today Yo…Community4 Jun 2026Steam startup movie is out!A Scientist Cat Can Now Greet Your Steam Deck and Big Picture Mode on PC Tiny news, but very important for cat-based science Today we released a Steam startup movie featuring our scientist cat. You can get it with Steam Points at the Steam Points Shop startup movie So yes: every time you launch your Steam Deck or Big Picture Mode on PC, you can be greeted by a very serious, very intelligent cat…Community4 Mar 2026What’s New from the DevsHey friends! It’s been a while since we shared what’s going on with us — and actually, quite a lot is happening behind the scenes. First of all, we’re still working. From the office. No matter what. 💪 Second, we’re deep into developing SuperWEIRD and actively playtesting it in the browser. And oh boy — you’ve sent us a lot of comments and feedback. We’re carefully digging through all of it now…