... give it a sentence describing a text task sort these support tickets, tag this feedback, work out what the customer is asking for and it finds or builds the training data, fine-tunes, and hosts the endpoint. pay per job, no subscription. The data step is the only part I'd claim is interesting, mostly because it's where everything went wrong. Nearly every fine-tuning

... built a fun spa called www.1000songs.co.uk it works on lookups from iTunes. One feature is a name that tune feature I have fairly niche tastes so I also built a "create collection" import where you can paste in in the format year, artist, song and play the games! Example format below 1964, The Beatles, I Want to Hold Your Hand 1971, Led Zeppelin, Stairway to Heaven 1977, Bee Gees, Stayin' Alive 1983, Michael Jackson, Billie Jean 1984, Prince, Purple Rain ...

... Reframing it as cost per shipped output is a great insight. Raw spend really does hide whether an agent is doing deep work or just thrashing. Comment from Alexander Bering(@alexanderbering): @aadilghani  The reason "edit vs. tell-it-to-revise vs

... Hello! I don't have a developer background. But I got obsessed with fine-tuning and couldn't find a tool that let me do it without writing code. So I built one. TuneSalon AI lets you fine-tune

... because they validated with surveys instead of money. Stack is intentionally boring: Next.js, Supabase (auth + DB), Vercel for hosting, Stripe for billing. The interesting part is the research engine underneath we scrape job boards, Reddit pain threads, and competitor reviews to identify niches where buyers are already spending, then package it into a report with a vibe coding blueprint so you can actually ship it. Permissions/auth is Supabase Row Level Security verbose to set up but rock solid once ... ... developer. My "co-founder" is AI. It wrote 90% of the code. Although it was expensive, I used OpenClaw + Codex + Opus. The hardest part wasn't the tech it was staying focused on what actually matters to users vs

... Agile isn t just for product teams marketing teams move just as fast. Finding the Right North Star Metric for a Brand Pivot is like picking the right karaoke song choose wrong, and everyone tunes out . I ve been helping out our marketing team recently with product marketing on socials, and one challenge that keeps coming up is: How do you define the right North Star metrics for social and content marketing when everything is shifting? Engagement vs