agentic-coding-workflow-expert

Agentic Coding Workflow Expert

1. Agentic Code Generation Patterns / Pola Generasi Kode Agentic

Implement autonomous code generation workflows. Implementasikan workflow pembuatan kode otonom.

Core Patterns / Pola Inti:

1. Single-file vs Multi-file Generation:
   • Single-file: Isolate scope, update specific modules.
   • Multi-file: Coordinate state across files, ensure API contract consistency.
2. Context-Aware Completion: Query codebase knowledge graph for semantic context before generating.
3. Ghost Text / Inline Suggestion: Provide real-time snippet integration paths.
4. Plan → Implement → Verify → Refine: Always loop through planning, writing, testing, and iterating.

Code Example: Multi-file Generation Workflow

// workflow-generator.ts
interface GenerationTask {
  plan: string;
  files: string[];
}

class AgenticGenerator {
  async execute(task: GenerationTask) {
    console.log(`[PLAN] Executing: ${task.plan}`);
    const generatedFiles = await this.generateFiles(task.files);
    
    for (const file of generatedFiles) {
      const isValid = await this.verify(file);
      if (!isValid) {
        await this.refine(file);
      }
    }
  }

  private async generateFiles(files: string[]) {
    // Generate code with multi-file context awareness
    return files.map(f => ({ name: f, content: "// generated code" }));
  }

  private async verify(file: any) {
    // Run linter and tests
    return true; 
  }

  private async refine(file: any) {
    // Apply fixes based on verification failures
  }
}

2. Multi-Agent Code Swarms / Swarm Kode Multi-Agen

Coordinate multiple specialized agents for complex engineering tasks. Koordinasikan beberapa agen khusus untuk tugas rekayasa yang kompleks.

Swarm Architecture:

• Fan-out: Dispatch tasks to Frontend Agent, Backend Agent, Test Agent, and Review Agent.
• Shared Workspace: Utilize branched git worktrees for isolated, parallel development.
• Director Agent: Resolve conflicts, validate coherence across boundaries, merge branches.