Is Linear enough to keep the decisions behind your product?
Linear is built to plan, track and ship the work, and for many teams it's enough; when the reasons behind the work live in a few people's heads, add Rivora, which designs each feature with the people who know and keeps the decisions and rules your team confirmed. Your coding agents get the approved plan, whichever tracker you use.
Checked on 10 November 2026 against Linear's own website, docs and changelog.
What is Linear best at?
Linear is a product tool for planning and building. On its own pages it offers:
- issues, projects, initiatives, roadmaps and documents;
- intake and Linear Asks, which turn requests from Slack, email and forms into issues;
- Triage Intelligence, which suggests the team, labels and duplicates for new issues and shows its reasoning;
- Linear Agent, which works across your issues, documents and code, drafts documents and runs coding sessions;
- handing issues to coding agents such as Codex and Cursor, and an MCP server for AI tools.
If your question is "what are we building, who's on it, and is it shipping?", Linear is built for it.
When is Linear enough?
When the team is small, everyone is across every decision and the reasons behind it, and the product is young enough that nothing surprising hides in it. Then an issue, a project document and a conversation are all you need.
When do teams need more than Linear?
When the product has been live for years and the answers that matter are scattered or unwritten:
- a rule that applies to one client only;
- a decision that replaced last quarter's decision;
- the module that's still in the code but no longer used.
Then each feature waits on the few people who know, and a coding agent fills the gaps with guesses.
What does Rivora add?
- It asks the people who know. Rivora drafts each part of a feature's solution and raises the questions it can't answer. Your experts answer once.
- Your team checks every part. A person approves each part, sends it back with a comment, or edits it.
- Decisions keep their scope. Each decision records where it applies, where it came from and who confirmed it.
- The approved plan goes to the coding agent. Approved work goes to coding agents such as Claude Code, Cursor and Codex, with the decisions and rules attached.
How do they compare?
| Linear | Rivora | |
|---|---|---|
| Holds | Issues, projects, initiatives and documents | Decisions, rules and clarifications for each feature, each with its scope and who confirmed it |
| Main question it answers | What's being built, and is it on track? | How should this feature work on our product, given everything we've decided before? |
| AI | Linear Agent across issues, documents and code; triage suggestions | Drafts nine parts per feature and asks what it can't answer; a person checks every part |
| Hands off to | Coding agents, from an issue | Coding agents, with the approved plan and its decisions and rules; stories to Jira |
| Best fit | Teams that want fast planning and delivery in one tool | Product teams on established software, where a few people hold the answers |
When is Linear the better choice?
For tracking and shipping work. Rivora doesn't track issues or sprints.
When should a team add Rivora?
When features on an established product keep waiting for answers, or come back because a rule was missed.
Questions
- Does Rivora send stories to Linear?
Not today. Stories go to Jira only after a person approves them. Teams on Linear use Rivora's handoff to coding agents, and can export approved parts as Markdown or as a PRD.
- Can Linear's agent and Rivora work together?
They do different jobs. Linear's agent works on your issues and documents; Rivora gives your coding agents the approved plan, with the decisions and rules attached.
Bring one real feature you're planning in the next month.