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Automate Linear with AI Agents.

Automate product operations with Linear and AI workers. Use Toolhouse to streamline issue triage, sprint workflows, and cross-team follow-up without manual busywork.

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Your Linear AI Worker

Linear AI Worker

Active

You: Review all new issues created this week, group duplicates, tag anything blocking the current sprint, and assign each item to the right team with a short priority rationale.

Scanning new Linear issues and duplicate patterns...

Ranking blocker risk across the active sprint...

27 incoming issues triaged and 6 sprint blockers surfaced.

The worker organized new Linear issues by team, merged duplicate reports, and highlighted the items most likely to delay sprint delivery. Product and engineering leads n...

27Issues triaged

6Blockers flagged

6 hours of backlog reviewBeforeto9 minWith Toolhouse

Use cases

Top Linear automation use cases

Use case 1

Automate issue triage

Toolhouse AI workers can use Linear to review incoming issues, classify requests, and assign next steps automatically. This helps product and engineering teams reduce manual backlog cleanup and respond faster to new work. Instead of relying on someone to constantly monitor intake, AI workers keep issue workflows organized in real time. That leads to cleaner boards and faster execution.

Your Linear Sprint AI Worker

Linear Sprint AI Worker

Active

You: Check our current sprint in Linear, identify stalled tasks and unassigned work, then draft a concise status update I can send to product, engineering, and leadership.

Reviewing sprint progress and recent issue activity...

Compiling blocker summary for stakeholders...

9 stalled tasks identified before sprint deadlines slipped.

The worker analyzed sprint progress, flagged work with no recent movement, and prepared a stakeholder-ready summary with owners, risks, and next steps. This helps teams...

9Stalled tasks found

1Status updates drafted

half-day manual status gatheringBeforeto11 minWith Toolhouse

Use case 2

Keep sprint execution on track

Sprint management often breaks down because updates, blockers, and ownership changes are scattered across teams. AI workers can monitor Linear activity, flag stalled work, and prompt the right people before deadlines slip. This gives operations and engineering leaders a more reliable workflow automation layer for delivery. The result is better accountability without more status meetings.

Your Linear Bug Routing AI Worker

Linear Bug Routing AI Worker

Active

You: Take the latest customer-reported bugs, remove duplicates, enrich each with likely severity and reproduction notes, and route them into Linear for the correct engineering squad.

Normalizing support bug reports into Linear-ready issues...

Matching bugs to squads by product area and severity...

14 customer bugs routed with cleaner context for engineering.

The worker transformed raw bug reports into structured Linear issues, added useful context for triage, and sent each one to the most relevant team. Support spends less t...

14Bugs routed

5Duplicate reports removed

4 hours of manual ticket cleanupBeforeto7 minWith Toolhouse

Use case 3

Route bugs to the right team

Support and product teams can use AI workers to turn bug reports into structured Linear issues and send them to the right team automatically. Workers can capture context, remove duplicate reports, and prioritize high-impact problems based on urgency or customer value. This improves response time for support and engineering while reducing manual handoffs. It is a high-ROI way to connect customer service with product operations.

Your Linear Feedback AI Worker

Linear Feedback AI Worker

Active

You: Analyze this week’s customer feedback, identify recurring product requests, create or update matching Linear issues, and tell me which themes are most likely to impact retention.

Clustering feedback by request theme and customer impact...

Mapping patterns to existing Linear issues and gaps...

4 high-impact feedback themes converted into actionable Linear work.

The worker grouped recurring customer requests, linked them to existing product work where possible, and created new Linear issues for the gaps. Teams can now act on ret...

4Themes identified

8Issues created or updated

2 days of manual feedback synthesisBeforetominutesWith Toolhouse

Use case 4

Summarize product delivery status

Leaders need clear reporting on what is shipping, what is blocked, and where execution is slowing down. Toolhouse can use Linear in AI-worker workflows that summarize project progress, highlight risks, and share updates with stakeholders automatically. This saves time on manual reporting and gives teams better visibility into delivery health. Stronger reporting helps teams make faster operational decisions.

Your Linear AI Worker

Linear AI Worker

Active

You: Automate product operations with Linear and AI workers. Use Toolhouse to streamline issue triage, sprint workflows, and cross-team follow-up without manual busywork.

Reading workflow context...

Preparing the next best action...

Summarize product delivery status

Leaders need clear reporting on what is shipping, what is blocked, and where execution is slowing down. Toolhouse can use Linear in AI-worker workflows that summarize pr...

-Tasks handled

-Actions ready

manualBeforetominutesWith Toolhouse

Use case 5

Trigger follow-up from customer feedback

Customer feedback often sits in support tools, call notes, and internal documents without reaching product teams quickly enough. AI workers can detect relevant feedback, create or update Linear issues, and notify owners when action is needed. This creates a more automated workflow between support, product, and operations teams. Businesses get a faster path from customer insight to product improvement.

Your Linear AI Worker

Linear AI Worker

Active

You: Automate product operations with Linear and AI workers. Use Toolhouse to streamline issue triage, sprint workflows, and cross-team follow-up without manual busywork.

Reading workflow context...

Preparing the next best action...

Trigger follow-up from customer feedback

Customer feedback often sits in support tools, call notes, and internal documents without reaching product teams quickly enough. AI workers can detect relevant feedback,...

-Tasks handled

-Actions ready

manualBeforetominutesWith Toolhouse

Testimonials

What our customers say

1,000,000+ agents· 15,000+ teams· 1,000+ integrations· Start for free

“We built in record time what would have taken weeks otherwise! I can honestly say that without Toolhouse, our team would have been spending much MUCH more time delivering AI features in the products we're building.”

Marcos Ocón

COO @ Develative (Developer Agency)

EngineeringSince 2025

“I built an agent that qualifies my leads and books calls automatically. No developer, no agency. It paid for itself in the first week.”

Andrew Njoo

Founder @ Stack2Sale

MarketingSince 2025

“Our team of 12 was drowning in repetitive tasks. We described what we needed and the agent just worked. We didn't write a single line of code.”

Kristian Freeman

Manager @ Large Engineering Company

InfrastructureSince 2025

Pricing

Simple, transparent pricing

Start free, scale as you grow. No hidden fees, no surprises.

Business

$500/month

Includes FREE unlimited tokens

Credits / month25,000
Workers50
Log retention30 days
Worker email inboxIncluded
OnboardingIncluded
Organizations—
Account engineer—
SupportSlack, Email

Start now →

No credit card needed

For scaling businesses

Business Max

$1,200/month

Includes FREE unlimited tokens

Credits / month80,000
Workers500
Log retention1 year
Worker email inboxIncluded
OnboardingIncluded
OrganizationsIncluded
Account engineerOn demand
SupportPriority (Slack, Email, Phone)

Start now →

No credit card needed

For larger companies

Enterprise

Custom

For scaling needs

Credits / monthVolume pricing
WorkersUnlimited
Log retentionCustom
Worker email inboxIncluded
OnboardingIncluded
OrganizationsIncluded
Account engineerNamed
SupportCustom

Talk to sales →

14-day free trial on all plans · cancel anytime

FAQ

Using Linear with AI workers

Common questions about Linear automation with AI workers.

How can Toolhouse automate Linear workflows?

Toolhouse lets you build AI workers that use Linear to automate issue triage, sprint monitoring, bug routing, stakeholder reporting, and feedback-driven product workflows. This reduces manual coordination and keeps delivery work moving faster.

Is Linear a good fit for AI workers?

Yes. Linear is a strong fit for AI workers because product and engineering workflows involve repetitive coordination, prioritization, reporting, and follow-up tasks that are ideal for workflow automation.

What teams benefit most from Linear automation?

Product, engineering, support, and operations teams benefit most because they can automate backlog management, cross-team communication, delivery reporting, and customer feedback workflows around Linear.

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