For product managers who ship with agents
Agents that own outcomes. Not just output.
HOW A RUN MOVES
One sentence in. Seven stations.
Agents do the work. You gate what matters, and every step is on the record.
⟳ At Discover… (0/7 stations done)
OUTPUT
Every station is an agent making real decisions, creating real outputs, handed off by evidence, not by guess. You set the boundaries once. The loop handles the rest.
Every craft got a home built for agents
So teams build on gut.
What teams say“So why did we decide on X? Cue hours of finding that Slack conversation from months ago.”
Top-voted thread, r/ProductManagement, 480 points
of shipped features are rarely or never used.
The building was never the problem. The choosing was.
Pendo, across 615 productsReads your feedback, your data, your competitors, the market. Names what is worth building next, evidence attached. Your product taste becomes a system.
It decides what is worth building, builds it, ships it, and checks what actually happened. Two ways in: Discover when the problem is new, or Build and Learn when trying beats arguing. Either way the loop closes, and what you learn re-ranks what comes next.
Every decision is recorded with its evidence, then graded against what actually happened. It compounds. Next time it tells you what is right, and warns you before you repeat what was wrong.
The film · 2:22
One signal, all seven stations, and an outcome scored against the call that caused it.
analytics: activation down 4% week over week
support inbox: 3 new complaints tagged onboarding
Flagged: the drop and the complaints are one story
3 signals linked: onboarding friction
Decision proposed: simplify onboarding step 2
Precedent found: a similar call was right 3 of 4 times, D+14 +9%. Confidence 84%.
Your call. Approved in 2 seconds.
Spec locked: 4 criteria, 6 linked signals
Screens, states, and copy drafted from the spec
Agents dispatched: 3 commits
All 14 tests passing
Merge held for you. Approved.
Merged and deployed to production
Activation +8%. Call validated. Next call sharper.
Simplify onboarding step 2
3 signals clustered: friction at step 2 rising.
Agents ran twelve steps in nineteen minutes. You made two calls. Every one is on the record.
Every link here opens a page you can check without an account: watch a full loop run end to end, read the dated log of what shipped. Supaprod has run on its own loop since June 2026.
Verdicts take weeks, so the record accrues in calendar time. What nobody can reconstruct afterwards is what you believed before the outcome landed. A forecast leaves no trace unless something wrote it down at the moment you decided. A competitor starting next year starts at zero, next year.
Agents do the work. You answer for it. Supaprod is how you answer.
the rules the agents cannot break
Read-only by default
Connect your sources without granting a single write.
Learns you, trains no one else
Your precedent stays in your workspace. No shared model sees it.
Your model keys, or ours
Run on managed keys, or bring your own on Enterprise.
Merge waits for your approval
By default nothing merges without you, and no workspace setting can change that.
The full answers, stated plainly: /security
the beta is invite only
It starts learning your product from the first call you grade.