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| # ADR-001: Feature Development Workflow | |
| | Status | Date | Author | | |
| |--------|------|--------| | |
| | Accepted | 2026-01-22 | Engineering Team | | |
| ## Context | |
| As our team scales, we need a consistent, repeatable process for developing features that ensures code quality while maintaining development velocity. Without a standardized workflow, we risk inconsistent quality, integration issues, and unclear handoff points between team members. | |
| ## Decision | |
| We will adopt a structured feature development workflow consisting of four phases: Planning, Development Loop, Iteration Control, and Deployment. | |
| --- | |
| ### Phase 1: Planning | |
| Before any code is written, features must go through a planning phase to ensure alignment and manageable scope. | |
| ```mermaid | |
| flowchart TD | |
| Start((π― Feature Goal<br/>Story + Acceptance Criteria)) --> Decomp[π Decompose into Sub-Tasks] | |
| Decomp --> Prioritize[π’ Prioritize & Estimate] | |
| Prioritize --> Branch[πΏ Create Feature Branch] | |
| Branch --> Ready((β Ready for<br/>Development)) | |
| style Start fill:#6366f1,stroke:#4338ca,color:#fff | |
| style Decomp fill:#3b82f6,stroke:#2563eb,color:#fff | |
| style Prioritize fill:#3b82f6,stroke:#2563eb,color:#fff | |
| style Branch fill:#8b5cf6,stroke:#7c3aed,color:#fff | |
| style Ready fill:#22c55e,stroke:#16a34a,color:#fff | |
| ``` | |
| **Key Activities:** | |
| - Define clear acceptance criteria for the feature | |
| - Break down work into reviewable sub-tasks | |
| - Estimate effort and prioritize based on dependencies | |
| - Create feature branch from latest develop | |
| --- | |
| ### Phase 2: Development & Testing Loop | |
| Each sub-task follows an iterative cycle of implementation, testing, and review. | |
| ```mermaid | |
| flowchart TD | |
| subgraph DevLoop [π Development Cycle] | |
| Coding[π» Implement Logic Chunk] | |
| subgraph Testing [β Quality Gates] | |
| LocalTest[π§ͺ Local Testing] | |
| UnitTest[π Unit Tests] | |
| AIReview[π€ AI-Assisted Review] | |
| end | |
| Coding --> LocalTest | |
| LocalTest --> UnitTest | |
| UnitTest --> AIReview | |
| end | |
| AIReview --> Review[π₯ Human Peer Review] | |
| Review -- β Changes Needed --> Coding | |
| Review -- β Approved --> Merge[π€ Commit & Push] | |
| style Coding fill:#f59e0b,stroke:#d97706,color:#fff | |
| style LocalTest fill:#14b8a6,stroke:#0d9488,color:#fff | |
| style UnitTest fill:#14b8a6,stroke:#0d9488,color:#fff | |
| style AIReview fill:#a855f7,stroke:#9333ea,color:#fff | |
| style Review fill:#ec4899,stroke:#db2777,color:#fff | |
| style Merge fill:#22c55e,stroke:#16a34a,color:#fff | |
| ``` | |
| **Quality Gates:** | |
| - Local testing must pass before committing | |
| - Unit test coverage required for new logic | |
| - AI-assisted review for initial feedback | |
| - Human peer review required for all merges | |
| --- | |
| ### Phase 3: Iteration & Completion Control | |
| Work progresses through chunks and sub-tasks until the feature is complete. | |
| ```mermaid | |
| flowchart TD | |
| Merge[π€ Commit & Push] --> SubCheck{π Sub-Task<br/>Complete?} | |
| SubCheck -- No, more chunks --> BackToCoding[π» Next Logic Chunk] | |
| SubCheck -- Yes --> FeatureCheck{π¦ Feature<br/>Complete?} | |
| FeatureCheck -- No, more sub-tasks --> BackToPlanning[π Next Sub-Task] | |
| FeatureCheck -- Yes --> ReadyForQA((β Ready for<br/>Final QA)) | |
| style Merge fill:#22c55e,stroke:#16a34a,color:#fff | |
| style SubCheck fill:#eab308,stroke:#ca8a04,color:#000 | |
| style FeatureCheck fill:#eab308,stroke:#ca8a04,color:#000 | |
| style BackToCoding fill:#f59e0b,stroke:#d97706,color:#fff | |
| style BackToPlanning fill:#3b82f6,stroke:#2563eb,color:#fff | |
| style ReadyForQA fill:#22c55e,stroke:#16a34a,color:#fff | |
| ``` | |
| **Iteration Rules:** | |
| - Keep commits focused and atomic | |
| - Sub-tasks should be completable within 1-2 days | |
| - Re-evaluate priorities after each sub-task completion | |
| --- | |
| ### Phase 4: Final QA & Deployment | |
| Completed features undergo final validation through the CI/CD pipeline before merging. | |
| ```mermaid | |
| flowchart TD | |
| Ready((β Feature<br/>Complete)) --> CICD | |
| subgraph CICD [β‘ CI/CD Pipeline] | |
| direction TB | |
| Build[π¨ Build] --> IntTest[π¬ Integration Testing] | |
| IntTest --> AutoTest[π€ Automation Testing] | |
| AutoTest --> Deploy[π¦ Deploy to Staging] | |
| end | |
| CICD --> DocsUpdate[π Update Documentation] | |
| DocsUpdate --> Ship((π Merge to Develop)) | |
| style Ready fill:#6366f1,stroke:#4338ca,color:#fff | |
| style Build fill:#06b6d4,stroke:#0891b2,color:#fff | |
| style IntTest fill:#06b6d4,stroke:#0891b2,color:#fff | |
| style AutoTest fill:#a855f7,stroke:#9333ea,color:#fff | |
| style Deploy fill:#14b8a6,stroke:#0d9488,color:#fff | |
| style DocsUpdate fill:#f97316,stroke:#ea580c,color:#fff | |
| style Ship fill:#22c55e,stroke:#16a34a,color:#fff | |
| ``` | |
| **Deployment Checklist:** | |
| - All CI/CD pipeline stages must pass | |
| - Integration tests validate cross-component behavior | |
| - Automation tests cover critical user journeys | |
| - Documentation updated for any API or behavior changes | |
| --- | |
| ## Consequences | |
| ### Positive | |
| - Consistent quality through defined checkpoints | |
| - Smaller, reviewable increments reduce risk | |
| - AI-assisted review catches issues early | |
| - Clear handoff points between team members | |
| ### Negative | |
| - Additional overhead for small changes | |
| - Requires discipline to follow all steps | |
| - AI review tooling requires maintenance | |
| ### Mitigations | |
| - For hotfixes, allow expedited path with post-merge review | |
| - Automate checklist enforcement where possible | |
| - Regular retrospectives to refine the process | |
| --- | |
| ## References | |
| - [Git Flow Branching Model](https://nvie.com/posts/a-successful-git-branching-model/) | |
| - [Continuous Integration Best Practices](https://martinfowler.com/articles/continuousIntegration.html) |
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