Outlain

Requirements infrastructure for AI-driven development

2 followers

Requirements infrastructure for AI-driven development

2 followers

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Automation tools

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LLM Developer Tools

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AI Workflow Automation

The spec layer for coding-agent-powered teams. Upload customer interviews, extract themes, and generate AI coding agent-ready specs traceable to real evidence.

Free Options

Launch tags:SaaS•Artificial Intelligence•YC Application

Launch Team

Render Sandboxes: a computer for every agentGive every agent its own machine. Starts in under a second

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Maker

📌

I got tired watching my team's delivery rate dropped. Constant pain point with poor requirements, delayed features, lack of market competitiveness. Decided to fix that back in December 2025. Just launched. Initial client feedback has been good. Goal right now is to gain market traction!

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6mo ago

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p/outlain

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6mo ago

I built a tool that turns customer/stakeholder interviews into specs Cursor can ship - sustainably!

Hey

15 years of watching teams ship the wrong thing because the spec wasn't clear. Then Cursor and Claude Code arrived and made it worse coding agents can't fill gaps the way a senior engineer can.

So I built Outlain. Drop in customer research (transcripts, recordings, support tickets). The AI extracts themes, ranks them by severity, and generates a complete spec Jira tickets, acceptance criteria in Given/When/Then, and an agent-ready prompt block for Cursor or Claude Code. Every line traces back to a real customer quote.

Two modes:

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