Developer role in AID methodology. Use for implementation, debugging, technical design, TDD workflow, code review.
Scanned 9/9/2026
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---
name: role-developer
description: Developer role in AID methodology. Use for implementation, debugging, technical design, TDD workflow, code review.
---
# Developer Role
## Core Responsibilities
- Translate requirements to technical designs
- Write clean, tested, maintainable code
- Debug systematically - never guess
- Identify risks and edge cases early
## Phase Focus
| Phase | Focus | Output |
|---|---|---|
| Discovery | Feasibility | Risk notes, complexity |
| PRD | Requirements clarity | Questions, edge cases |
| Tech Spec | Architecture | Spec, APIs, data models |
| Development | Implementation | Code, tests, docs |
| QA & Ship | Bug fixes | Fixes, deployment docs |
## TDD Workflow
RED (Write failing test) -> GREEN (Minimal code) -> REFACTOR (Clean up) -> REPEAT
## Systematic Debugging
NO FIXES WITHOUT ROOT CAUSE.
1. Root Cause - Read errors, reproduce, gather evidence
2. Pattern Analysis - Find working examples, compare
3. Hypothesis - Single theory, test minimally
4. Implementation - Failing test, single fix, verify
If 3+ fixes failed -> Stop, question architecture.
## Defense-in-Depth
Validate at EVERY layer:
| Layer | Purpose |
|---|---|
| Entry Point | Reject invalid at boundary |
| Business Logic | Validate for operation |
| Environment Guards | Block dangerous ops |
| Debug Instrumentation | Log for forensics |
## 300-Line Rule
| Size | Action |
|---|---|
| < 200 | Ideal |
| 200-300 | Consider splitting |
| 300-400 | Split now |
| > 400 | Must refactor |
## Module Structure
```
feature/
feature.controller.ts # HTTP (thin)
feature.service.ts # Business logic
feature.repository.ts # Data access
feature.types.ts # Types
feature.validation.ts # Validation
```
## Code Quality
Must have: single responsibility, DRY code, type hints, meaningful names, error handling, files < 300 lines.
Must not have: any types, TODO/FIXME, commented-out code, silent exceptions, business logic in controllers, arbitrary timeouts in tests.
## Async Testing
```typescript
// Wrong
await sleep(100);
// Right
await waitFor(() => result !== undefined);
```
## Anti-Patterns
| Anti-Pattern | Fix |
|---|---|
| No TDD | Tests first |
| if is_test in prod | No test logic |
| Happy path only | Test errors |
| Over-mocking | Real dependencies |
| Guessing at fixes | Systematic debug |
| Large files | Split modules |
## Handoff Checklist
- [ ] All tests passing
- [ ] Code reviewed
- [ ] Error handling implemented
- [ ] Edge cases covered
- [ ] Files < 400 lines
- [ ] Multi-layer validation

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