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Developer Tools · head to head

Dagger vs Shortcut

Dagger logo

Dagger

Developer Tools

Programmable CI/CD engine that runs your pipeline as containers on any runner

From
Free
Free plan
Yes
Full reviewWebsite
Shortcut logo

Shortcut

Technology

Project management for software teams

From
Free
Free plan
Yes
Full reviewWebsite

The short version

  • Each has a real cost: Dagger dagger is not a CI provider, so you keep paying for GitHub Actions or GitLab runners underneath it; the Dagger Cloud subscription is an addition to your CI bill, not a replacement for it.; Shortcut limited reporting compared to Jira
  • They diverge on capability: Dagger covers Pipelines as code, Shortcut covers Stories & epics.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Dagger and Shortcut actually diverge.

Attributes where Dagger and Shortcut differ
AttributeDaggerShortcut
Pricing modelPer month per team for Dagger CloudUnknown
PlatformsLinux, macOS, Windows, Self-hostedWeb, macOS, Windows, Linux
CategoryDeveloper ToolsTechnology
FoundedUnknown2014

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Dagger

  • Pipelines as code
  • Local and CI parity
  • Content-addressed caching
  • Dagger Functions and modules
  • CI-provider agnostic
  • Dagger Cloud traces
  • GitHub Checks integration
  • Container-native execution

Only in Shortcut

  • Stories & epics
  • Iterations (sprints)
  • Kanban boards
  • Roadmaps
  • Reporting
  • Docs
  • API & webhooks
  • Mobile apps

What people use each for

The jobs each tool is most often brought in to do.

Dagger

  • A platform team maintaining near-identical build YAML across forty repositories that wants one versioned module every repository calls insteadnot Shortcut
  • An engineering organisation migrating off a CI provider that does not want to rewrite every pipeline as part of the migrationnot Shortcut
  • A team whose engineers waste hours pushing commits to debug CI-only failures and needs to reproduce the exact run locallynot Shortcut
  • A monorepo where most commits touch a small subset of services and cache-accurate step skipping cuts build minutes materiallynot Shortcut

Shortcut

  • Sprint planningnot Dagger
  • Bug trackingnot Dagger
  • Feature developmentnot Dagger
  • Product roadmappingnot Dagger
  • Team collaborationnot Dagger

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Dagger

  • Dagger is not a CI provider, so you keep paying for GitHub Actions or GitLab runners underneath it; the Dagger Cloud subscription is an addition to your CI bill, not a replacement for it.
  • Writing pipelines in Go or TypeScript raises the barrier to entry: a release engineer who could edit a YAML step now needs to read code, and the people who can fix a broken build shrink to those comfortable with the SDK.
  • The engine runs as a container on the runner and needs a persistent cache volume to deliver its main benefit, so ephemeral CI runners give you correctness without the speed, and provisioning durable cache storage is extra platform work.
  • The Team plan caps at ten users and ten million events per month; an organisation of any size crosses that quickly and moves to Enterprise pricing that is not published, so cost at scale is unknowable up front.
  • The module ecosystem is young and thinly maintained relative to the marketplace of a mature CI provider, so integrations that exist as a one-line Action often have to be written yourself as a Dagger function.

Shortcut

  • Limited reporting compared to Jira
  • Designed specifically for software teams, not general project management
  • Can experience slow loading times with very large projects

Pricing, plan by plan

Dagger

Free
  • IndividualFree
    • One user
    • One million events per month
    • Workflow logs and function call traces
  • Team$50/month
    • Up to ten users
    • Ten million events per month
    • Module insights and module catalogue
  • Enterprise$undefined/year
    • Custom user and event limits
    • SSO
    • Managed single-tenant deployment

Shortcut

Free
  • FreeFree
    • Kanban boards
    • Sprints
    • Roadmaps
  • Team$8.5/user/month
    • Unlimited users
    • Advanced reports
    • WIP limits
  • Business$12/user/month
    • Unlimited workspaces
    • OKRs
    • Advanced custom fields
  • Enterprise$undefined/custom
    • Volume discounts
    • SSO/SCIM
    • Premier support

Which should you pick?

Choose Dagger if

  • You need pipelines as code.
  • You want to start without paying.
  • You work on Linux, macOS, Windows, Self-hosted.
  • You also want local and ci parity.
Dagger review

Choose Shortcut if

  • You need stories & epics.
  • You want to start without paying.
  • You work on Web, macOS, Windows, Linux.
  • You also want iterations (sprints).
Shortcut review

Questions people ask

Is Dagger or Shortcut better?
Neither clearly leads. Dagger starts at Free and Shortcut at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Dagger or Shortcut?
Dagger starts at Free and Shortcut at Free.
Does Dagger or Shortcut run on more platforms?
Dagger runs on Linux, macOS, Windows, Self-hosted. Shortcut runs on Web, macOS, Windows, Linux.
Can I use Dagger for free?
Both have a free tier, so you can try either at no cost before committing.
What is Dagger best used for?
Dagger is most often used for a platform team maintaining near-identical build yaml across forty repositories that wants one versioned module every repository calls instead, an engineering organisation migrating off a ci provider that does not want to rewrite every pipeline as part of the migration, a team whose engineers waste hours pushing commits to debug ci-only failures and needs to reproduce the exact run locally, a monorepo where most commits touch a small subset of services and cache-accurate step skipping cuts build minutes materially. Of those, a platform team maintaining near-identical build yaml across forty repositories that wants one versioned module every repository calls instead and an engineering organisation migrating off a ci provider that does not want to rewrite every pipeline as part of the migration are not what Shortcut is typically brought in for.
What can Dagger do that Shortcut cannot?
Dagger covers Pipelines as code, Local and CI parity, Content-addressed caching, Dagger Functions and modules. Shortcut covers Stories & epics, Iterations (sprints), Kanban boards, Roadmaps.

Answered from the vendors’ own pages

Dagger: Does Dagger replace GitHub Actions?

No. Dagger runs inside GitHub Actions or any other CI. It replaces the YAML that describes your pipeline steps, not the trigger and runner layer.

Shortcut: Does Shortcut have a free plan?

Yes, Shortcut offers a free plan for up to 10 users with core features like kanban boards, roadmaps, sprints, and reports. Paid plans start at $8.50 per user per month.

Source
Dagger: Is the engine open source?

Yes, the Dagger engine and SDKs are open source and free. Dagger Cloud, the observability product, is what costs money.

Shortcut: Does Shortcut integrate with GitHub?

Yes, Shortcut has native GitHub integration that automatically syncs pull requests and commits to stories, and includes GitLab and Bitbucket support as well.

Source
Dagger: What is an event in the pricing?

Dagger Cloud meters pipeline telemetry events. One million per month is free; the Team plan at 50 USD per month allows ten million.

Shortcut: Can I use Shortcut for non-technical projects?

Shortcut is built for software teams, though you can customize workflows for other use cases. Linear and Asana may be better suited for non-technical project management.

Source
Dagger: Can I run the same pipeline on my laptop?

Yes, that is the main reason teams adopt it. The dagger CLI executes the identical graph locally, so CI-only failures become reproducible.

Shortcut: Does Shortcut support SSO and SCIM?

Yes, SSO and SCIM support are available on the Enterprise plan, allowing centralized identity management for large organizations.

Source
Shortcut: What's the difference between Shortcut and Jira?

Shortcut is lighter and faster with less setup required, while Jira offers deeper customization and enterprise features. Shortcut works better for modern software teams wanting simplicity; Jira suits enterprises needing extensive configuration.

Source
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