Alpha / Async
@async/db
Gradual data workflow from JSON fixtures to generated types, local APIs, writable stores, and real persistence.
Move from local prototype data to typed APIs and durable state in small steps.
Start
pnpm add @async/db
pnpm run pipeline:verify
Guides
Related Async Projects
README
@async/db
@async/db gives frontend teams a gradual path from mock JSON to production data contracts. Drop JSON files in db/, infer schema metadata, serve REST, GraphQL, and a local data explorer, then move persistence per resource without rewriting frontend data access.
Use it to:
- Start from editable JSON, JSONC, or CSV data files in
db/. - Infer schema contracts and generate TypeScript types from data files and schemas.
- Model resource identity with
idFieldor compoundidentity.fields, plus log and bytes metadata. - Serve local REST routes, GraphQL, and a lightweight data explorer while the backend contract is still forming.
- Upgrade persistence per resource without rewriting frontend data access.
- Emit schema metadata for admin, CMS, or form-building screens.
@async/db is not a universal key/value driver layer; storage is one boundary inside the JSON-to-contract workflow.
30-Second Start
pnpm add @async/db
pnpm exec async-db init
pnpm exec async-db serve
Open the local data explorer at http://127.0.0.1:7331/__db and call GET /db/users.json.
No config file is required. init writes a starter JSON file, .gitignore entry for .db/, optional package scripts, and runs the first sync. Prefer a manual one-file start?
mkdir -p db
printf '%s\n' '[{"id":"u_1","name":"Ada Lovelace","email":"ada@example.com"}]' > db/users.json
pnpm exec async-db serve
serve syncs on startup and watches db/ for changes.
File Map
| Files | Purpose |
|---|---|
db/*.json, db/*.jsonc, db/*.csv | Data files |
db/*.schema.json, db/*.schema.jsonc, db/*.schema.js | Optional stricter schema contracts |
db.schema.js | Optional root schema registry for all resources |
.db/state/* | Generated writable JSON store state |
.db/schema.generated.json, .db/types/index.d.ts | Generated metadata and types |
Install
pnpm add @async/db
Add package scripts for the CLI commands you run often:
{
"scripts": {
"db": "async-db",
"db:sync": "async-db sync",
"db:serve": "async-db serve",
"db:types": "async-db types"
}
}
The package import name is @async/db. Helpers are available from @async/db/config, @async/db/schema, @async/db/client, and the compatibility JSON engine subpath @async/db/json. The standalone @async/json package owns direct JSON file/folder database usage.
Five-Minute Start
Create a JSON file:
mkdir -p db
cat > db/users.json <<'JSON'
[
{
"id": "u_1",
"name": "Ada Lovelace",
"email": "ada@example.com"
}
]
JSON
Sync generated metadata, types, and runtime state:
pnpm run db:sync
Start the local server:
pnpm run db:serve
Open the local data explorer at http://127.0.0.1:7331/__db.
Call the REST API:
curl http://127.0.0.1:7331/db/users.json
Create a local record:
curl -X POST http://127.0.0.1:7331/db/users \
-H 'content-type: application/json' \
-d '{"id":"u_2","name":"Grace Hopper","email":"grace@example.com"}'
Default sync output:
.db/schema.generated.json
.db/types/index.d.ts
.db/state/users.json
Local responses include a small 30-100ms mock delay by default so loading states are visible. It is skipped automatically when NODE_ENV=production. Disable it locally when you want immediate responses:
export default {
mock: { delay: false },
};
See docs/getting-started.md for the expanded walkthrough, including async-db init --template schema-first and --template source-file.
Defaults
| Behavior | Default |
|---|---|
| Source data files | Read from ./db |
| App data routes | Exposed under /db, such as GET /db/users.json |
| Runtime writes | Go to the JSON store under .db/state |
| Local server | 127.0.0.1:7331 |
| REST | Enabled |
| GraphQL / Falcor | Disabled until you opt in |
| Schema drift | Warn on unknown fields |
Add Schema When It Pays For It
Data-first JSON files are enough until the shape matters:
pnpm run db -- schema infer users
pnpm run db -- schema infer users --out db/users.schema.jsonc
pnpm run db -- schema validate
Add db/users.schema.json, db/users.schema.jsonc, or db/users.schema.js when you need stricter behavior, defaults, relations, or Standard Schema validators.
See docs/concepts.md and docs/data-files-and-schemas.md.
Common Commands
pnpm run db -- sync
pnpm run db -- types
pnpm run db -- schema validate
pnpm run db -- doctor
pnpm run db -- create users '{"id":"u_2","name":"Grace Hopper","email":"grace@example.com"}'
pnpm run db -- serve
pnpm run db -- init --template data-first
pnpm run db -- init --template schema-first
pnpm run db -- init --template source-file
See docs/package-api.md for CLI and package export details.
Going To Production
The default path stays small on purpose: every resource is born a draft, and async-db promote <resource> moves it to production — pinning the seed, capturing the schema, and turning on write-ahead-log durability (--fsync always|everysec|no). async-db status shows each resource's phase; see docs/shape-is-the-contract.md for the full story. When a resource gets serious, follow the ladder:
| Tier | When | Next step |
|---|---|---|
| **0 — JSON files** | Prototype with JSON in db/ | You are here after init or serve |
| **1 — Contracts** | Shape, defaults, and types matter | Add schema files and committed generated types |
| **2 — Hardened API** | Browser or external clients consume data | Registered operations, server.expose, contracts, doctor --production |
| **3 — Mixed stores** | JSON is no longer the right persistence | Per-resource store graduation to SQLite, Postgres, or custom stores |
Production topics:
- Production JSON Database: scoped JSON for flags, settings, and control-plane data
- Prototype To Production REST Guide: move
/db/*to/api/*, registered operation refs, route lockdown - Resource Graduation And Mixed Stores: graduate one resource at a time
- Configuration:
server.expose, operations, contracts, stores, and mock behavior - Contracts CLI:
async-db contracts infer,async-db contracts check,async-db contracts refs
The built-in JSON store is production-appropriate only for file-suitable resources: app settings, feature flags, content, templates, and other small low-write data with a single writer. Writes are fsync-durable atomic file replaces guarded by a per-resource cross-process lock; durability: 'versioned' keeps undoable per-write history with async-db backup/restore on top; REST supports ETag/If-Match/If-None-Match; and GET /__db/health, server.authorize, per-resource audit trails, and AES-256-GCM encryption at rest cover the operational basics. Keep high-write user data, chat, analytics, ledgers, and compliance-heavy records in SQLite, Postgres, or another app-owned store.
@async/db is not an auth layer, an ORM, or a hosted database service. Put production traffic behind registered operations, app-owned auth, rate limits, and observability.
Examples
Run pnpm run examples to open the grouped examples index, or sync and serve one example directly:
pnpm run db -- sync --cwd ./examples/basic
pnpm run db -- serve --cwd ./examples/basic
Start here
| Example | What it shows |
|---|---|
[examples/data-first](./examples/data-first) | Plain JSON files before schemas exist |
[examples/basic](./examples/basic) | Shortest schema-backed workflow |
[examples/schema-first](./examples/schema-first) | Schema-only resources and empty seed records |
[examples/csv](./examples/csv) | CSV inference and mirror refreshes |
Core workflows
| Example | What it shows |
|---|---|
[examples/relations](./examples/relations) | Relation metadata, expand, nested select |
[examples/rest-client](./examples/rest-client) | createDbClient, REST batching |
[examples/diagnostics](./examples/diagnostics) | File-specific warnings without breaking valid resources |
[examples/computed-fields](./examples/computed-fields) | Computed field patterns across several models |
[examples/content-collections](./examples/content-collections) | Docs/blog folders as static content collections |
[examples/standard-schema](./examples/standard-schema) | Standard Schema validators with Async DB overlays |
[examples/schema-manifest](./examples/schema-manifest) | Committed schema metadata for admin/CMS UI |
[examples/schema-ui](./examples/schema-ui) | Manifest-driven SSR admin templates |
[examples/advanced](./examples/advanced) | Mixed mode, defaults, nested objects |
Production and app patterns
| Example | What it shows |
|---|---|
[examples/production-json](./examples/production-json) | Feature flags and settings behind registered operations |
[examples/hono-auth](./examples/hono-auth) | Optional Hono auth and write hooks |
[examples/cms-json-publish](./examples/cms-json-publish) | App-owned CMS publish flow over branches |
[examples/free-plan-upgrade](./examples/free-plan-upgrade) | Tenant resource graduation from JSON to another store |
[examples/local-web-app](./examples/local-web-app) | Loopback app state saved directly to db/*.json |
Each example README is the runnable authority for that example.
Docs Map
| Task | Read |
|---|---|
| Start a project | docs/getting-started.md |
| Understand the product story | docs/shape-is-the-contract.md |
| Build a docs site / use MDX | docs/docs-and-mdx.md |
| Understand the model | docs/concepts.md |
| Author data files and schemas | docs/data-files-and-schemas.md |
| Manage generated output | docs/generated-files.md |
| Configure @async/db | docs/configuration.md |
| Use JSON in production safely | docs/json-production.md |
| Serve local data and explore it locally | docs/server-and-viewer.md |
| Graduate REST prototypes | docs/prototype-to-production.md |
| Use the package API or CLI | docs/package-api.md |
| Review public API surface | API_SURFACE.md |
| Integrate with Vite, Hono, or SQLite | docs/integrations.md |
For the full product behavior and acceptance model, see SPEC.md.