CurlyFry.ai
AI-powered engineering management dashboard for team leads
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Matt Armstrong

CurlyFry.ai - AI-powered engineering management dashboard for team leads

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CurlyFry.ai is an AI-powered dashboard built specifically for engineering managers leading teams of 5-15 engineers. It unifies the tools you're already juggling — Jira, 1:1 notes, sprint planning, triage — into a single platform that gives you a complete picture of your team.

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Matt Armstrong
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Hey Product Hunt! 👋 I'm Matt, a Senior DevOps Engineering Manager leading a team of 7. I built CurlyFry because I was drowning in tabs — Jira for sprints, a spreadsheet for 1:1 notes, Slack for triage, another spreadsheet for OKRs, and a Google Doc for grooming sessions. The breaking point was realizing I spent more time context-switching between tools than actually managing my team. CurlyFry pulls it all together: 📝 Upload your 1:1 recordings and get AI-extracted action items, sentiment tracking, and auto-generated talking points for your next meeting 🎯 Backlog grooming with AI complexity analysis — it finds similar past tickets so your team can calibrate estimates against real outcomes, not gut feelings ⚡ Triage queue that categorizes incoming tickets, finds similar resolved issues, and recommends who to assign based on skills and workload 📊 Daily briefings that tell you what needs attention before you open Jira It connects to Jira Cloud, runs AI analysis via Claude, and the whole thing is designed around how engineering managers actually work — not how PMs or executives work. Free trial, no credit card. Would love feedback from other engineering leads — what's the biggest time sink in your management workflow?