Linear is fast for execution. ScrumDo connects execution to the signal underneath.
Linear is excellent for focused product and engineering delivery. ScrumDo is better when work needs to stay connected to customer signals, richer specs, blockers, and broader organizational decisions.
Humans and agents working from the same work system
Best fit for ScrumDo
Use ScrumDo when the work needs more than Linear is built to hold.
Choose ScrumDo when execution speed still matters, but the work now needs customer signal, planning depth, and cross-functional flow in the same system.
Typical breaking point
The signal starts to break when context, specs, and execution split apart.
Linear starts to strain when engineering delivery is no longer the whole story and the team needs a stronger bridge from evidence to execution.
Migration mindset
Move only when the clearer system helps the work.
Keep the execution discipline you like. Move only the work that needs richer specs, broader flow logic, and shared human-plus-agent coordination.
What Linear does well
Fast issue management
Strong UX
Clean cycle and initiative model
Great fit for internal software teams
Where teams hit limits
Customer understanding is not central
Broader service or portfolio coordination is limited
Work can remain too execution-layer focused
Evidence, planning, and outcomes are not the same operating surface
Linear Agent runs in the issue and code layer, not across signals, planning, and outcomes
Signals matter before execution
ScrumDo starts earlier, with what customers and teams are actually experiencing.
Cards hold more than status
A card can carry the working spec, evidence, blockers, and outcome context.
Flow is broader than engineering velocity
ScrumDo models blockers, classes of service, nonlinear paths, and coordination across more than just product engineering.
Agents run from the team’s card-spec
BYO agents participate in the work from the same card-spec your team uses, not a parallel prompt.
Comparison
Question
Linear
ScrumDo
Fast issue execution
Excellent
Solid
Customer signals tied to work
Limited
Stays attached
Rich card-spec model
Limited
On the card
Blocker and nonlinear flow emphasis
Moderate
First-class
Little’s Law delivery forecasting
Limited
Built in
Portfolio and budgeting connection
Limited
Native
Humans + BYO agents on same card
GA, code-centric
BYO, governed
Outcome review tied to execution
Limited
On the card
Who should switch
Teams that need more than engineering issue execution
Organizations where product, service, and customer reality interact
Teams that want a stronger bridge from evidence to work
Teams that want humans and agents working from the same spec
Who should not switch
Teams that mainly want the fastest possible engineering issue workflow and nothing broader.
Organizations that do not need customer signal, portfolio context, or service flow in the same system.
Migration angle
Keep execution speed without losing customer context
Turn cards into working specs
Connect planning, blockers, and outcomes more tightly
Add BYO agents without splitting work across separate systems
Go deeper
Guides behind how ScrumDo handles this differently.
Keep Linear for the parts of the work that are pure engineering speed. Reach for ScrumDo the moment that speed needs to answer to customer signal, planning, and outcomes.
ScrumDo turns stories into clear specs, gives humans and agents one place to work, keeps flow healthy, and leaves an outcome trail worth reviewing.
