SpecSource – AI That Writes Linear Specs from Sentry, GitHub, & Slack
Automates bug triage context gathering, but Linear's native AI could replicate this soon.
a generative dashboard for your team's standup.
Replaces 6-tool context-switching with natural language queries, but LLM agents for project management aren't novel.
Engineering managers and team leads running standups
Cursor · Continue · Sourcegraph Cody
So I built a thing where I just ask. "How's the team" pulls up an overview. "What's Avi working on" shows their issues sorted by status with their PRs. "Anything at risk" shows stale and unassigned work. It renders actual interactive components, not chat responses, I can filter by status, priority, repo, whatever.
The whole point is I shouldn't have to ask 6 people to stop what they're doing so I can get context I could've gotten from the tools we already use. The information is all there in Linear and GitHub. It just takes 20 minutes of tab-switching to piece it together, or a meeting where everyone takes turns reading their tickets aloud.
Built it with Tambo (I'm an engineer there, full disclosure). You register components with schemas and the AI decides which one to render based on what you ask. The components fetch their own data from Linear and GitHub APIs.
It's not an anti-standup thing exactly, more that I think most of what happens in standups is information retrieval, and that part can just be a tool. The actually useful part of standups (unblocking each other, quick decisions) is a 2-minute conversation, not a 15-minute ceremony.
Automates bug triage context gathering, but Linear's native AI could replicate this soon.
Standup replacement via GitHub+Slack signals, but the decision isn't whether Slack summaries work—it's whether teams trust async.
Passive standups from Git data, but Geekbot and Standuply already do this.
Personal chief of staff for your inbox, but unproven safety gates at scale.
Slack-triggered coding agents with live preview URLs, but Cursor and Copilot Workspace already dominate this space.
Yet another AI sales agent, but the Slack-native setup is genuinely fast.