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Henrik Pedersenleft a comment
Launching in a few weeks so I can only answer the first part of this. My honest expectations: a handful of real users who care enough to give feedback, and confirmation that the problem I'm solving resonates with people outside my immediate circle. I'm not expecting a flood of paying customers on day one. The product — household document management — needs users to upload 20-30 documents before...
Henrik Pedersenleft a comment
Honest answer: Claude Code plus reading every diff carefully before committing. I build nights and weekends on a TypeScript monorepo with a fairly complex backend — Azure services, AI pipelines, SSE streams. Claude Code generates a lot of the implementation. My verification step is less about automated tests and more about understanding exactly what changed and why. Umair's point about task...
Your AI agent just wrote 5,000 lines of code. How do you know it actually works?
Yunhao JiaoJoin the discussion
Henrik Pedersenleft a comment
The distinction I keep coming back to is read vs. write access, and reversible vs. irreversible actions. I'm comfortable letting AI read almost anything — it needs context to be useful. What I'm careful about is what it can do with that context. Reading a medical bill is fine. Autonomously disputing a claim on my behalf is a different matter. Building in the document space, I've landed on a...
Henrik Pedersenleft a comment
Document handling. I used to have a whole manual system — rename the file, move it to the right folder, open a spreadsheet to log the amount and vendor, set a calendar reminder for the expiration date. Four separate steps, every single time. Now the workflow is: receive document → upload. AI reads it, extracts every field, suggests what to do with it. The folder structure, the logging, the...
The most underrated trend in AI is how humans are redesigning their work with AI, not around it.
Musa MollaJoin the discussion
Henrik Pedersenleft a comment
Personal document management would be a great one to cover. The consumer equivalent of what all these workflow tools do at work — but for the documents that run your actual life. It's a surprisingly unoccupied space.
Meet the Winners of the Winter 2026 Orbit Awards for AI Workflow Automation 🏆
Andrew StewartJoin the discussion
Henrik Pedersenleft a comment
Great writeup. This space has come so far — from Zapier moving data between apps to agents that can actually reason and adapt mid-execution. One thing I keep thinking about: all of this is still pointed at work. Nobody comes home and has an AI workflow for their household. But the average person drowns in personal documents — insurance claims, vehicle records, school forms, contracts — with no...
Meet the Winners of the Winter 2026 Orbit Awards for AI Workflow Automation 🏆
Andrew StewartJoin the discussion
