SnapOtter/apps/docs/guide/developer.md

Developer guide

How to set up a local development environment and contribute code to Stirling Image.

Prerequisites

• Node.js 22+
• pnpm 9+ (corepack enable && corepack prepare pnpm@latest --activate)
• Docker (for container builds and AI features)
• Git

Python 3.10+ is only needed if you are working on the AI/ML sidecar (background removal, upscaling, OCR).

Setup

git clone https://github.com/siddharthksah/Stirling-Image.git
cd Stirling-Image
pnpm install
pnpm dev

This starts two dev servers:

Service	URL	Notes
Frontend	http://localhost:1349	Vite dev server, proxies /api
Backend	http://localhost:13490	Fastify API (accessed via proxy)

Open http://localhost:1349 in your browser. Login with admin / admin. You will be prompted to change the password on first login.

Project structure

apps/
  api/              Fastify backend
  web/              Vite + React frontend
  docs/             VitePress documentation (this site)
packages/
  shared/           Constants, types, i18n strings
  image-engine/     Sharp-based image operations
  ai/               Python sidecar bridge for ML models
tests/
  unit/             Vitest unit tests
  integration/      Vitest integration tests (full API)
  e2e/              Playwright end-to-end specs
  fixtures/         Small test images

Commands

pnpm dev                # start frontend + backend
pnpm build              # build all workspaces
pnpm typecheck          # TypeScript check across monorepo
pnpm lint               # Biome lint + format check
pnpm lint:fix           # auto-fix lint + format
pnpm test               # unit + integration tests
pnpm test:unit          # unit tests only
pnpm test:integration   # integration tests only
pnpm test:e2e           # Playwright e2e tests
pnpm test:coverage      # tests with coverage report

Code conventions

• Double quotes, semicolons, 2-space indentation (enforced by Biome)
• ES modules in all workspaces
• Conventional commits for semantic-release
• Zod for all API input validation
• No modifications to Biome, TypeScript, or editor config files. Fix the code, not the linter.

Database

SQLite via Drizzle ORM. The database file lives at ./data/stirling.db by default.

cd apps/api
npx drizzle-kit generate   # generate a migration from schema changes
npx drizzle-kit migrate    # apply pending migrations

Schema is defined in apps/api/src/db/schema.ts. Tables: users, sessions, settings, jobs, apiKeys, pipelines, teams, userFiles.

Adding a new tool

Every tool follows the same pattern. Here is a minimal example.

1. Backend route

Create apps/api/src/routes/tools/my-tool.ts:

import { z } from "zod";
import type { FastifyInstance } from "fastify";
import { createToolRoute } from "../tool-factory.js";

const settingsSchema = z.object({
  intensity: z.number().min(0).max(100).default(50),
});

export function registerMyTool(app: FastifyInstance) {
  createToolRoute(app, {
    toolId: "my-tool",
    settingsSchema,
    async process(inputBuffer, settings, filename) {
      // Use sharp or other libraries to process the image
      const sharp = (await import("sharp")).default;
      const result = await sharp(inputBuffer)
        // ... your processing logic
        .toBuffer();

      return {
        buffer: result,
        filename: filename.replace(/\.[^.]+$/, ".png"),
        contentType: "image/png",
      };
    },
  });
}

Then register it in apps/api/src/routes/tools/index.ts.

2. Frontend settings component

Create apps/web/src/components/tools/my-tool-settings.tsx:

import { useState } from "react";
import { useToolProcessor } from "@/hooks/use-tool-processor";
import { useFileStore } from "@/stores/file-store";

export function MyToolSettings() {
  const { files } = useFileStore();
  const { processFiles, processing, error, downloadUrl } =
    useToolProcessor("my-tool");

  const [intensity, setIntensity] = useState(50);

  const handleProcess = () => {
    processFiles(files, { intensity });
  };

  return (
    <div className="space-y-4">
      {/* your controls here */}
      <button
        type="button"
        onClick={handleProcess}
        disabled={files.length === 0 || processing}
        data-testid="my-tool-submit"
        className="w-full py-2.5 rounded-lg bg-primary text-primary-foreground font-medium disabled:opacity-50"
      >
        Process
      </button>
    </div>
  );
}

Then add the route and component to the tool registry in the frontend.

3. i18n entry

Add to packages/shared/src/i18n/en.ts:

"my-tool": {
  name: "My Tool",
  description: "Short description of what this tool does",
},

4. Tests

Add a data-testid attribute to your action button (as shown above) so e2e tests can target it reliably.

Docker builds

Build the full production image locally:

docker build -f docker/Dockerfile -t stirling-image:latest .

Use BuildKit cache mounts for faster rebuilds:

DOCKER_BUILDKIT=1 docker build -f docker/Dockerfile -t stirling-image:latest .

Environment variables

See the Configuration guide for the full list. Key ones for development:

Variable	Default	Description
AUTH_ENABLED	true	Enable/disable authentication
DEFAULT_USERNAME	admin	Default admin username
DEFAULT_PASSWORD	admin	Default admin password
SKIP_MUST_CHANGE_PASSWORD	false	Skip forced password change (CI/dev only)
RATE_LIMIT_PER_MIN	100	API rate limit per minute
MAX_UPLOAD_SIZE_MB	100	Maximum upload size in MB