How to Make Your AI Agent Report Its Own Gaps — Jacob Shumway (Peter Yang Short)

A 24-second clip from Peter Yang’s interview with Jacob Shumway (Linear).

• Linear’s agent has a mechanism to report functionality it can’t do
• If a user asks for something with no tool for it, the agent calls a tool and reports it back
• Auto-ingested into the tracker: check for an existing issue, add to it, otherwise create a new issue
• The result: a constantly streaming set of issues describing what the agent can’t yet do — a live roadmap of gaps

“We have a constantly streaming set of issues coming in around what we can do.”