Inbound

MyHandler.ai for Linear

Linear Issues, AI-Triaged

Urgent bugs escalated instantly. Backlog grooming updates batched quietly.

Linear keeps your team moving fast — your notifications should too. MyHandler.ai connects via HMAC-SHA256 webhooks and classifies every issue, comment, and project update by urgency. Blockers and critical bugs reach you immediately; backlog shuffles and label changes stay out of your way.
How it works

Simple setup, powerful results

1

Connect Linear

Create a webhook in your Linear workspace pointing to MyHandler.ai. HMAC-SHA256 signatures verify every event automatically.

2

AI Understands Your Workflow

Issues, comments, assignments, and status changes are analyzed. Your Handler learns which projects, priorities, and teammates matter most.

3

Stay in Flow

Urgent issues assigned to you and blocking comments are escalated in real time. Routine triage updates appear in your digest.

Capabilities

What MyHandler.ai does for Linear

🎯

Priority-Aware Triage

AI respects Linear's priority levels and adds contextual urgency based on your role, project deadline, and cycle position.

💬

Comment Escalation

Direct mentions and blocking questions in issue comments are escalated. General discussion stays in your digest.

📊

Project & Cycle Awareness

Your Handler tracks active cycles and milestones, escalating issues that threaten delivery timelines.

🔐

Cryptographic Verification

Every webhook payload is verified via HMAC-SHA256 signature. No API tokens stored, no workspace access required.

Use cases

Real-world scenarios

Product Managers

You manage three squads with active cycles. When a critical bug blocks the sprint goal, you need to know immediately — not in tomorrow's standup.

Outcome: MyHandler detects high-priority blockers and assignment changes in active cycles, alerting you in real time so you can unblock your team.

Engineers in Deep Work

You're focused on a feature branch but Linear notifications keep pulling you out — label changes, backlog re-prioritization, and triage updates.

Outcome: AI filters to only surface issues assigned to you, direct mentions, and blockers in your current cycle. Everything else waits for your digest.

Engineering Managers

You oversee several Linear teams and need visibility into escalations without monitoring every issue.

Outcome: MyHandler surfaces cross-team escalations, SLA breaches, and critical bugs while summarizing routine velocity changes in a daily briefing.

Trust & autonomy

Your AI learns at your pace

Shadow

Watch & Learn

Handler monitors your messages silently, learning your communication style and priorities without taking any action.

Supervised

Draft & Suggest

Handler drafts responses and suggests actions for your review. You approve or adjust before anything is sent.

Autonomous

Act & Report

Handler handles routine messages on its own, only escalating what truly needs your attention.

Focus on Building, Not Triaging

Connect Linear in seconds — free for all workspaces. HMAC-SHA256 verified webhooks with zero API access required.

Start Free Trial