history, smarter output, and a new onboarding

march had a clear theme: fix the things that were quietly annoying. not crashes. not broken features. just the slow friction that adds up when you use a tool every day.

the biggest thing i shipped was generation history. every tweet you generate is now stored and browsable. this sounds obvious in hindsight. you'd generate something good, close the tab, and it was gone. now it's not. the history announcement also came with a campaign UI for batch sends, which got a full rework. the old arrow-based day selector was confusing. i replaced it with explicit day buttons that show you exactly what range you're scheduling and how many tweets are in it. arrows are disabled at the bounds so you can't accidentally queue up day 96 of a 95-day batch.

the shitpost repetitiveness fix was something i'd been putting off. the outputs were technically varied but structurally samey. i added 48 distinct structural approaches to the prompt and switched to swipefile-first prompting, which means the model anchors on proven formats before it starts generating. if you use shitpost mode regularly, you'll notice the difference pretty fast.

i also upgraded the anti-RAG embeddings to gemini-embedding-2-preview, which runs at 3072 dimensions. the anti-RAG system is what stops the generator from producing tweets too similar to things you've already written. the new model is measurably better at that job. it's one of those backend changes that doesn't look like anything from the outside but shows up in output quality over time.

onboarding got a proper rebuild. new email sequences, daily crons, and an admin sync layer. previously the experience for a new signup was a bit of a blank stare. now there's a real flow. if you've sent someone a referral link in the last few weeks, their start looks a lot better than it would have a month ago.

the site itself got a cleanup pass too. dynamic OG images, rebuilt meta tags, fixed heading hierarchy, and the rich topic pages that had gone dark are back. none of this is product, but it matters for how the thing shows up when you share a link or search for it.

april is already underway. a few things in progress i'm not ready to talk about yet. in the meantime, go check your history tab. there's probably something in there worth posting.