Agnost AI

"No complaint, just churn" is the kind of line that should be tattooed on every B2C founder's forearm. Genuinely the cleanest framing of the agent feedback problem I've seen this month.

The launch video cut at 0:08 where the failed agent response fades into the dashboard is doing actual work. Whoever edited this understood that you sell the pain before the product.

Curious what the wedge looks like when every model lab ships their own eval and improvement loop natively. Interesting space, watching the retention story.

Naive question but how does it know the agent did something wrong if the user never says anything? Like is it inferring from drop-off or is there a labeling step somewhere?

The tweet copy buries the lede. "There's no complaint, just churn" should have been line one, the product name can wait.

So this is like... Mixpanel for agents? I feel like we figured out session replay in 2019 and now we're rediscovering it with extra steps.

How big is the team shipping this? Because the landing page, the video, AND the tweet thread all hitting at once usually means someone didn't sleep this week.

Every agent eventually trains on its own confused users. The question is whether the loop converges or just gets confidently weirder.

"Autonomously improves the agent" is doing a lot of heavy lifting here. I'll believe the demo when I see what it does on a workflow that isn't a happy-path support bot.

First three seconds of the video are the founder talking to camera. That's a retention crime in 2025, lead with the broken agent and the fix, talking head goes at the end.

Cool, I'm 3 weeks out from shipping something adjacent so I'll be studying this rollout closely. Mostly to figure out how you got the EF tweet timing this clean.

We built something with this exact pitch internally in 2019 except we called it "intent reconciliation" and it died in a planning doc. Glad someone is actually shipping the idea outside a 200 person org.