Technology

Linear Says Coding Agents Miss Product Context

Linear's Tom Moor showed triage and review agents that keep product intent with coding agents.

StartupHub.ai Staff

By StartupHub.ai Staff, reviewed by Daniel Singer, Editor

1 min read

Tom Moor demoed Linear's cents-per-task triage system for coding agents on AI Engineer. The target is coding agents working in Linear issues and pull requests.

Linear Says Coding Agents Miss Product Context - AI Engineer
Linear Says Coding Agents Miss Product Context, AI Engineer

Linear began in 2019 as an issue tracker, Moor said. GitHub Copilot brought AI tab completion in 2021, Moor said. First functional coding agents arrived in 2024, Moor said.

Intelligence costing $100 three years ago costs 5 cents today, Moor said. Agents now run for hours and days, Moor said. "Code is not the bottleneck now," Moor said.

Triage pulls ideas from Zendesk, Slack, Gong and Datadog alerts, Moor said. The agent labels, assigns, groups and closes duplicates, Moor said. It leaves investigation, customer value and related decisions on the issue, Moor said. ChatGPT Learn docs state Triage rules can delegate new issues to Codex automatically.

Review is where that context gets tested.

The review agent starts from that base issue context, Moor said. It checks prior decisions, reverts and overlapping work, Moor said. It caught a DB transaction risk and blocked iconography rejected a year earlier, Moor said. A daily automation distills merged fixes back into agents.md, Moor said.

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TopicsLinearTom MoorCodexGitHub CopilotZendeskDatadogSlack

StartupHub.ai Staff

Written by

StartupHub.ai StaffEditorial team

The staff writers of StartupHub.ai, ranging from investment analysts to avid AI tool users, early adopters and critical enthusiasts. Backgrounds span engineering, business and the arts. We hold every piece to rigorous standards of research and review.

Daniel Singer

Reviewed by

Daniel Singer is an AI expert who has been writing about, covering and building AI technology since 2018.

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