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WORKFLOW / 03

Building agent.

Follow an AI development workflow from acceptance criteria through implementation, checks and human review.

SoftwareValidationCode review
AGENT PLAYGROUNDv.01
Local simulation/No sign-up needed
02 / WATCH THE HANDOFFSInteractive canvas
Ready when you are.
Runs in your browser. No live AI calls or external actions.Click a step to look inside

INSIDE THE WORKFLOW

Agentic software development from brief to review

Agentic development works best when a change has a concrete scope and observable acceptance criteria. Planning, implementation and review remain distinct steps, with the person able to inspect the work before accepting it.

Where it can help

  • Product features and prototypes
  • Maintenance and focused refactoring
  • Test and documentation workflows
IN A REAL DEPLOYMENT

A generated change is not automatically production-ready. It needs repository-specific checks, review and an appropriate release process.

  1. 01
    Planner

    Define the change

    Convert the request into acceptance criteria and identify the part of the application that needs to change.

    Result Search by name, keyboard access and an explicit empty state.

  2. 02
    Builder

    Build the feature

    Implement a focused change that follows the existing project conventions. This is a simulated walkthrough, not a coding environment.

    Result A sample search component and filtering behaviour.

  3. 03
    Reviewer

    Validate behaviour

    Check the behaviour against the criteria, including edge cases. Results shown here are illustrative.

    Result Review scenarios for matching, no results and keyboard use.

  4. 04
    You

    Your checkpoint

    A person reviews the implementation and validation before accepting the change.

    Result Approval to prepare the sample delivery summary.

  5. 05
    Builder

    Prepare the handoff

    Summarise the change and its limitations. Deployment is a separate, explicitly authorised action.

    Result A concise implementation handoff.

MAKE IT YOURS

Connect this pattern to your work.

Start with a specific task, the right context and a clear outcome.

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