Engineer Launches Liniora, an AI Project Management Tool to Keep Ticket Context

The announcement appeared in a Show HN post titled “Show HN: Liniora – Ever thought about replacing your project manager?” The author wrote that the title “could be a little bit aggressive” and apologized for it. He described Liniora’s core idea as linking the tools a team already uses so that information about tickets is gathered in one place.

According to the post, Liniora integrates Google Meet so that meeting transcripts are automatically registered and indexed. In Slack, a user can discuss a bug in a thread, mention the @Liniora app and have Liniora handle the bug context and create a ticket. The system also connects to version control, allowing a ticket to generate a separate branch with one click for both GitLab and GitHub. Pull requests are managed inside the Liniora app, the post states.

The post gives an example of how branching and merge tracking work. If a ticket has a branch named “USER-325-create-login-form” and that branch is merged to staging or production, Liniora automatically flags it with a staging or production badge, so the team can see which tickets are done. The author wrote that there were many other features he wanted to describe but decided to let users discover them.

The post said the author would be happy to receive feedback. At the time of publication, the Hacker News listing showed 5 points and 2 comments. The post did not include pricing, availability or funding details, and it offered no independent verification of Liniora’s features or performance.

The proposed product addresses a workflow in which ticket discussions, meeting decisions, code changes and merge status often live in separate systems. Liniora’s stated answer is to connect those systems and use AI to collect and act on ticket context. The post’s title asked whether users had thought about replacing their project manager, while the described features focus on linking existing project management, communication and development tools.