Backend Development Skill for Manjha

This skill provides guidance for developing backend services in the Manjha project using Encore.ts, LangGraph agents, and PostgreSQL.

When to Use This Skill

Use this skill when:

• Creating new Encore.ts services or agents
• Writing E2E tests for backend flows
• Implementing message classification or agent orchestration
• Working with the database schema
• Setting up logging or configuration
• Debugging backend issues
• Ensuring type safety across services

Core Principles

1. Spec-Driven Development

Every feature starts with a spec in /specs folder before any code is written.

2. Red-Green-Refactor TDD

Follow this cycle religiously:

1. Red: Write E2E test that fails
2. Green: Implement feature until test passes
3. Refactor: Clean up while keeping tests green

3. Type Safety (Non-Negotiable)

• Zero tolerance for any types
• Use explicit interfaces and types (see contracts/api.types.ts and contracts/database.types.ts)
• Prefer enums over string unions
• Linter must enforce type safety

4. Centralized Logging

All logging goes through the common logging module at common/logging/logger.ts. Never use console.log.

Architecture Overview

Encore.ts Services

Manjha uses Encore.ts for all backend services. Each service follows this structure:

service-name/
├── encore.service.ts  # Service definition & API endpoints
├── agent.ts           # Agent logic (if applicable)
├── db.ts              # Database operations (if applicable)
└── migrations/        # SQL migrations (if applicable)

Agent-as-Service Pattern

Backend services are modular agents:

• message-classifier: Routes messages to appropriate agents
• finance-agent: Handles financial queries
• general-agent: Handles general queries
• agent-orchestrator: Orchestrates multi-agent workflows using LangGraph

Service Communication

Services communicate through Encore's generated clients:

import { getAuthData } from "encore.dev/auth";
import * as classifier from "~encore/clients/message-classifier";

E2E Test Development

Test Structure

E2E tests live in backend/tests/e2e/ and follow this format:

import { describe, it, expect, beforeEach } from "vitest";

/**
 * PURPOSE: Clear statement of what invariants/behaviors are being validated
 * Format: "User did X → System did Y → UI shows Z → Gucci ✓"
 */
describe("Feature Name", () => {
  beforeEach(async () => {
    // Setup: Create test data, reset state
  });

  it("validates the happy path flow", async () => {
    // Arrange: Set up preconditions
    // Act: Execute the behavior
    // Assert: Verify outcomes
  });

  it("handles edge case: specific scenario", async () => {
    // Test edge cases and error conditions
  });
});

Test Principles

1. Test USER-FACING behavior, not implementation details
2. Each test should validate complete flows, not petty unit tests
3. Use descriptive names that explain the scenario
4. Include PURPOSE comments explaining what invariants are being tested
5. Tests should be independent and idempotent

Running Tests

cd backend
encore test                 # ONLY correct way to run tests (sets up runtime environment)

CRITICAL: Never use npm test directly. Always use encore test as it properly initializes the Encore runtime environment.

Creating New Services

Step 1: Define Service Structure

Create the service directory with encore.service.ts:

import { Service } from "encore.dev/service";

export default new Service("service-name");

Step 2: Define API Endpoints

import { api } from "encore.dev/api";
import { Header } from "encore.dev/api";
import type { APIResponse } from "../contracts/api.types";

interface RequestPayload {
  // Strong types, no 'any'
}

interface ResponsePayload {
  // Strong types, no 'any'
}

/**
 * PURPOSE: Explain why this endpoint exists in the codebase
 */
export const endpointName = api(
  { method: "POST", path: "/path", expose: true, auth: false },
  async (payload: RequestPayload): Promise<APIResponse<ResponsePayload>> => {
    // Implementation
  }
);

Step 3: Add Database Operations (if needed)

Create migrations in migrations/ directory:

• 001_create_table.up.sql - Migration
• 001_create_table.down.sql - Rollback

Define database operations in db.ts using the patterns from chat-gateway/db.ts.

Step 4: Implement Agent Logic (if applicable)

For agent services, create agent.ts with clear separation of concerns.

Step 5: Add to Contracts

Update contracts/api.types.ts and contracts/database.types.ts with new types.

Working with Agents

LangGraph Integration

Agent orchestration uses LangGraph. See agent-orchestrator/graph.ts for patterns.

Agent State Management

Define strongly-typed state interfaces:

interface AgentState {
  messages: Array<{ role: string; content: string }>;
  context: Record<string, unknown>; // Use specific types when possible
  // Never use 'any'
}

Message Classification

The message-classifier service routes messages to appropriate agents. When adding new message types:

1. Update the classifier logic in message-classifier/classifier.ts
2. Add enum values (not string unions)
3. Update tests to cover new message types

Configuration & Constants

All configuration lives in common/config/constants.ts:

• API keys (from environment variables)
• Model configurations
• Rate limits
• Timeouts

Reference the file in references/ for complete patterns.

Logging Best Practices

import { logger } from "../common/logging/logger";

// Info level for normal operations
logger.info("Processing request", { userId, requestId });

// Error level with context
logger.error("Failed to process", { error, context });

// Debug level for development
logger.debug("Detailed state", { state });

Type Safety Checklist

Before committing:

• No any types anywhere
• All interfaces defined in contracts/
• Enums used instead of string unions where appropriate
• Function signatures have explicit return types
• Error types are strongly typed
• Linter passes with no type warnings

Quality Gates

Every backend change must:

• ✓ Have a spec in /specs
• ✓ Have E2E test(s) that pass
• ✓ Use proper logging via common module
• ✓ Have zero any types (linter enforced)
• ✓ Follow file organization rules

Common Patterns

API Response Pattern

import type { APIResponse } from "../contracts/api.types";

// Success
return { success: true, data: result };

// Error
return { success: false, error: { code: "ERROR_CODE", message: "Description" } };

Error Handling Pattern

try {
  // Operation
  logger.info("Operation succeeded", { context });
  return { success: true, data };
} catch (error) {
  logger.error("Operation failed", { error, context });
  return { 
    success: false, 
    error: { code: "OPERATION_ERROR", message: error.message } 
  };
}

Database Query Pattern

See chat-gateway/db.ts for established patterns on:

• Transaction handling
• Connection pooling
• Query parameterization
• Error handling

References

See the references/ directory for:

• Complete Encore.ts patterns
• Database schema documentation
• Testing patterns and examples
• LangGraph agent patterns

Next Steps After Using This Skill

1. Review the E2E test to ensure it covers the feature
2. Verify type safety (run linter)
3. Check logging is through common module
4. Confirm spec exists and is up-to-date
5. Update this skill with any new patterns discovered