Every brief here started as somebody complaining in public. Shipbrief keeps the quotes, counts how often the complaint comes back, and writes up what you would actually have to build.
39 briefs published, each one linked back to the posts it came from.
7 briefs
Indie hackers and knowledge workers juggle five or more AI tools (Claude, ChatGPT, Grok, Cursor, Gemini) and each one forgets everything the others know. One founder described how chat history, saved prompts, and integrations never carry over between apps, forcing constant re-explaining of project context.
Developers and AI power users complain that AI coding assistants and chat tools lose context between sessions, forcing them to re-explain projects, re-paste files, and rebuild context repeatedly. One builder said they got tired of AI coding sessions forgetting what the project had already learned, and others note that chat history in one app doesn't carry over to the others.
Teams are passing unreviewed AI-generated decks, copy, and code to colleagues, creating what one executive called a 'slop grenade' — the recipient has to verify, untangle, and correct the work. Separately, developers report missing critical business-logic changes made by AI coding agents due to auto-accept edits and limited output windows.
E-commerce founders and market researchers struggle to identify which products actually sell on competitor Shopify stores, resorting to manual URL tricks like appending sort parameters to collection pages. One founder shared a bookmarklet script just to one-click sort any store by best-selling, showing how underserved this workflow is. Existing research is slow, manual, and gives no historical or cross-store view.
Users juggling multiple AI subscriptions (Claude, Grok, ChatGPT) report running out of tokens unexpectedly and having to leave their IDE to check usage limits. One developer built a Chrome extension just to see how much Claude quota remained, and others complain about managing multiple active AI subscriptions.
AI-driven traffic to Shopify stores is reportedly up 8x year-over-year with AI-search orders up ~13x, yet most product catalogs aren't optimized for AI agents to read and purchase. Store owners also face generic AI-generated product copy that fails to convert human buyers. Merchants have no tooling to audit or fix their agent-readiness.
Indie mobile developers describe wrestling with App Store uploads, back-to-back rejections, notification setup, and store compliance as one of the most frustrating parts of shipping. Many web/low-code builders get stuck entirely at 'how do I get it on the App Store.'
A scraper reads public posts on X, Reddit and Hacker News every day — the ones where somebody is describing a problem rather than launching something.
Claude pulls the specific complaint out of each post. The same complaint, from different people in different places, collapses into one node in a graph that keeps growing.
Once a cluster has enough corroboration it becomes a brief: the problem, who has it, who already tried to solve it, and what you would have to build. Nothing is published off a single post.