ToDoddle vs. Linear
Linear made execution fast. Here's why speed and a decision record are two different problems.
| Capability | ToDoddle | Linear |
|---|---|---|
| A structured record of the "why" | StructuredContext objects, linked | Free textRationale lives in comments |
| Approval before agent actions | AlwaysEvery time, by default | PartialDiff review, coding sessions only |
| Native billing & time tracking | Built inTime, invoices, payments | NoneNo time tracking at all, by design |
| Live oversight dashboard | ShippedAir Traffic Control | Not foundNo public feature |
The rationale is a field on the record, not a comment that scrolls away.
When PathwayBot proposes a change, the reasoning behind it — why exponential backoff, why now, what incident prompted it — is captured as a structured part of the ticket, attributed to the agent that proposed it and the human who approved it. Six months from now, that context is still attached.
Illustrative product view · sample data
3 differences worth knowing about
A record for the "why," not just the ticket
An independent analyst put it plainly: Linear solves execution, not the decision layer — intent and rationale end up as "one of several inputs" inside a ticket rather than a structured, durable record, so "agents execute against incomplete rationale."
Accountable by design
Trade press covering Linear's 2026 agent push found "no substantive discussion of safety measures beyond [agents operate] within your existing permissions" — and flagged prompt-injection risk as MCP integrations expand.
Billing, because delivery doesn't stop at the ticket
Linear has no native time tracking at all — a deliberate design choice. If any part of your work involves client billing, that's a separate tool, every time.
Pure software teams optimizing for ticket speed
If your team is purely software engineering, already fast-moving, and doesn't need built-in billing or client workflows, Linear's opinionated, minimal-friction ticket editing is genuinely best-in-class — that speed is real and well-earned.
FAQ
Does Linear have AI agents?
Yes — a formal agent concept, a native Linear Agent (public beta, March 2026), and Coding Sessions (production, June 2026) that write code via Claude Code or Codex. The gap we're pointing at is the decision-record layer underneath, not the presence of agents.
Is Linear's speed real?
Yes. Linear is widely regarded as the fastest ticket-editing experience in the category — that's not in dispute. Our argument is that speed and a durable decision record solve different problems.
Can I use both Linear and ToDoddle?
Some teams do keep a fast tracker for day-to-day ticket editing while using ToDoddle as the durable record — ask us about your workflow.
Does ToDoddle support Cycles or a similar sprint model?
ToDoddle is built to be flexible about methodology rather than imposing one — talk to us about how your team currently plans work.
Ready to see ToDoddle next to Linear?
Request an invite and bring your own project — we'll help you compare it directly.