Alexandr Kerya

The irony you described is actually a signal, not a coincidence. The problems we build for are usually the ones closest to us. That's not a bug - it's probably why the product has any soul at all.

2050 feels optimistic for human memory cloning. We still can't reliably map a mouse brain at full resolution without destroying it. The fruit fly has ~140,000 neurons. The human brain has 86 billion. That's not a scaling problem, that's a different problem entirely.

Microstructure analytics for BTC specifically makes sense - the tick data tells a different story than the candles. What's the latency on the state labels? If there's a delay between the event and the tag, the signal loses most of its value.

The Slack integration is the right call - that's where the questions actually happen. Curious how it handles follow-up questions in a thread. Can you ask 'now break that down by country' and have it remember the context from the first query?

The transactional + marketing on one platform pitch makes sense until you hit a deliverability issue and can't isolate which stream caused it. How granular is the per-domain reporting? But for smaller campaigns it definetlly should work.

The legal/compliance stack for fund launches in Europe has been a blocker for years. Nice to see someone actually building around it rather than just consulting on it. How are you handling reporting requirements for cross-border distributions?

I like the idea. It's a pain point with all that old stuff. One question here, I share my Apple Music account with my kids, so my library is full of Disney soundtracks and nursery rhyme compilations mixed in with everything else. When Song Sweeper surfaces tracks I "no longer listen to," will it flag all the kids' music for removal? Is there a way to tag or exclude certain styles from cleanup?

The unified billing through existing Anthropic commitments is a clever way to cut procurement friction. As someone building tools that handle sensitive data, the marketplace model immediately raises one question for me: how does Anthropic verify what third-party solutions actually do with the data they process through Claude? For example, if I install a marketplace tool that has access to my...