Description

  Automate your bug triage process with this smart, scalable workflow. It leverages GPT-4 to classify new bugs in Linear and route them to the correct internal teams — reducing human effort and boosting accuracy.

🧑‍💻

Who’s It For?

🧪 Product Managers – Tired of bugs bouncing between teams? This workflow ensures clear ownership. 🧱 Engineering Teams – Eliminate backlogs caused by misrouted or unassigned issues. 🧠 AI Tinkerers – Learn how GPT-4 can intelligently sort, filter, and assign real-time tasks.    

🪓

Problems It Solves

❌ Manual triage is inconsistent, slow, and error-prone. ❌ Issues without clear ownership are left unresolved. ❌ Different teams waste time interpreting vague bug tickets. ❌ Scalability becomes a nightmare as the product grows.    

✅

Key Features / What It Does

🧠 GPT-4 Bug Classification Reads the bug’s title and description and matches it to the right team based on your defined roles. 📌 Predefined Team Mapping You provide a list of teams with their areas of responsibility — GPT follows it like a playbook. 🪄 Smart Filtering Only considers issues that are tagged, described, and in the correct state. 🔄 Auto-Routing Logic Updates the issue in Linear with the correct team when confidently classified. 📣 Slack Escalation for Edge Cases If the bug doesn’t match any team clearly, it’s flagged in Slack for manual assignment.    

✨

Workflow Steps

🔔 Trigger on New Bug Listens to new issues created in a specific Linear team (e.g. “General”). 🧹 Filter Input Quality Ensures bugs have relevant labels, descriptions, and correct status. 🧠 Send to GPT-4 Analyzes the ticket using your team mapping and determines ownership. 🪄 Branch Logic ✔️ If matched → auto-assigns to correct team in Linear ❌ If not matched → sends Slack alert for manual triage ⚙️ Update Linear Automatically sets the teamId of the issue using Linear API.    

🛠️

Fully Customizable

🗂️ Team Assignment Rules Edit the “Set me up” node to modify team names and responsibilities. 🔧 Flexible Input Filtering Change the filter conditions to match your triage process (label, description, state, etc.) 💬 Slack Integration Customize where alerts go when bugs can’t be auto-assigned. 🔐 Secure with OAuth2 Connects securely with OpenAI and Linear using built-in credentials. Project Link:-[https://preview--linear-ai-triage.lovable.app/]