Agentcraft®

Employee experience / Preview

Compare the work. Choose your team.

Compare Agentcraft with GitHub Copilot, GitLab Duo, Jira / Rovo Dev, Grok Bot and Sistava across delivery, quality and operations.

Explore the matrix

01 / Capability and scope

What does each approach cover?

A documented capability is not a measured outcome. Planned work is shown separately, including our own.

Research baseline: October 24, 2026. Copilot scheduling updated October 28. IDE completion is outside this comparison; cloud, CLI and desktop scopes are distinguished.

Product capabilities and scope by selected category
CapabilityAgentcraftGitHub CopilotOfficial source ↗
F01Repository choiceDocumented

GitHub and GitLab; idea-to-project flow is scoped to GitHub + CraftBoard.

Scoped / conditional

GitHub cloud environment; local IDE and CLI scope is separate.

F03Development and pull requestsDocumented

Prepares code changes and PR/MR outputs.

Documented

Delegated coding tasks, code changes and test execution.

F04Specialist roles and handoffsDocumented

Ready roles, automatic handoffs and optional human review.

Scoped / conditional

Custom agents; an equivalent end-to-end delivery loop needs a trial.

F08Editable Figma outputDocumented

Designer flow from text or optional image input; live output quality needs evaluation.

Unverified

The same ready editable-Figma flow is not verified.

F09Run existing tests and buildsDocumented

Tester runs checks after merge and returns failures to the developer.

Documented

Runs tests and linters in a cloud development environment.

F10Acceptance testing of a running productPlanned

Requirement-driven exploration without new test code is planned.

Scoped / conditional

Browser tooling exists on some surfaces; independent QA/fix/retest loop unverified.

F27Scheduled and recurring workDocumented

Future-dated and recurring executions enter the worker queue.

Documented

Repository automations can run on schedules or events.

F15Usage and cost visibilityDocumented

Execution, model, token and cache costs; full delivery cost is a separate measure.

Documented

Usage, credits and billing reports.

“Unverified” means we do not have enough evidence for the same scope; it does not mean the feature is absent. Provider documentation is not a hands-on benchmark.

02 / A fair trial

Measure the accepted result.

Our benchmark is designed, not completed. We do not yet claim measured savings or a delivery-cost advantage.

  1. 01

    Use the same brief

    Keep scope, acceptance criteria and test data equivalent. Record model and environment differences.

  2. 02

    Verify the outcome

    Count accepted work, defects, retries and human interventions. Running tests is distinct from testing a live product.

  3. 03

    Count the full cost

    Include platform fees, AI usage, infrastructure, failed runs and review time. Do not count included credits twice.

Agentcraft®

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