Six phases claimed the product runs on SQLite and on Postgres. Nothing had ever run it on Postgres. TEST_DATABASE_URL now points the whole suite at a real server and CI runs both arms. The first run found a bug that would have shipped. better-auth's banned flag is integer 0/1 on SQLite and a real boolean on Postgres, and the code read it as `banned === 1`, so on Postgres an account someone asked us to freeze went on receiving email. Both of those flags are now typed for either dialect and read through isFlagSet. It also found the migration advisory lock being taken on a pool. An advisory lock belongs to the session that took it, so a lock on one pooled connection and an unlock on another leaves it held. Two replicas migrating at once is the ordinary case in k8s and is precisely what it was there to protect. New for the scaled mode: k8s manifests with migrations as an initContainer, one poller in its own worker Deployment rather than one per API replica, and an Ingress that exposes the web app only. The storage drivers finally have tests, S3 included, since scaled mode requires it and it had never been exercised. Two acceptance tests, both checked against a deliberately broken build first: two workers claiming a hundred jobs report 188 claims with SKIP LOCKED removed, and the in-flight request is cut off with the drain wait removed. 340 tests on SQLite, 341 on Postgres, 70 Playwright, rules coverage 100%. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Impuestos
Tax automation for Paraguayan taxpayers: scan comprobantes, classify them for IVA credit and IRP deductions, watch a live tax position, and get Formulario 120 and 515 pre-filled and ready to file yourself.
Working name. See docs/ for the specifications, DECISIONS.md for choices made along the
way and the gaps that still need answers.
Status: phase 8 of 8, feature complete. The whole taxpayer path works: scan a comprobante, confirm it, watch the position move, and take the resulting Formulario 120 or 515 from review to approved to a PDF you file yourself in Marangatu. Staff have a console: look an account up, work the ingestion error queue, read and export the audit log. It installs to a home screen, keeps a capture taken with no signal and sends it later, and can send a push when a deadline is close. It runs on SQLite on one box or on Postgres and S3 across as many replicas as you like, and the whole suite is run against both.
Quick start
pnpm install
cp apps/api/.env.example apps/api/.env
cp apps/web/.env.example apps/web/.env
pnpm db:migrate
pnpm db:seed
pnpm dev
The web app is on http://localhost:3005, the API on http://localhost:4000. db:seed
prints the development sign in details for the four demo accounts.
Two of those accounts reach the staff console at /es/usuarios, /es/errores and
/es/auditoria: staff@demo.local can search accounts, work the error queue and read the
audit log, and superadmin@demo.local can also change roles. Everyone else gets a plain
"team only" page and a 403 from the API.
The web port lives in apps/web/.env and apps/api/.env has to name the same one in
APP_PUBLIC_URL and BETTER_AUTH_URL. Auth checks the request Origin, so a mismatch
fails sign in with a 403 that looks nothing like a port problem. localhost and
127.0.0.1 count as different origins too.
Or the whole thing in containers, with nothing installed but Docker:
docker compose up
That builds both images, migrates, seeds and serves http://localhost:3000. Only the web
port is published: the browser talks to one origin and /api is forwarded internally.
Architecture
Browser ──► apps/web (Next.js, stateless)
│ app/api/[...path]/route.ts ──► API_INTERNAL_URL
▼
apps/api (Hono on Node, stateless)
├── Better Auth (sessions in the database)
├── Kysely ──► SQLite or Postgres
├── StorageDriver ──► local disk or S3 compatible
├── Jobs (portable table and poller)
└── Notifications (push, email, Telegram)
apps/api is the only process that touches the database or storage. apps/web renders UI,
holds no secrets beyond API_INTERNAL_URL, and reaches the API only through the typed
client in packages/contracts. Because the browser only ever sees the web origin, cookies
are first party and there is no CORS configuration anywhere.
| Path | What lives there |
|---|---|
apps/api |
HTTP, auth, database, jobs, storage, notifications |
apps/web |
Every screen, PWA, no database access at all |
packages/rules |
Tax math, form definitions, calendario. Pure, no I/O |
packages/contracts |
Zod schemas and the typed API client |
packages/i18n |
Message catalogs, t(), formatGs, date formatting |
deploy/ |
Compose stack and k8s manifests |
docs/ |
The specifications this is built from |
Module boundaries are enforced by eslint, not convention: packages/* cannot import from
apps/*, only modules/pii reaches the PII tables, the web app cannot import a database
driver, and user facing strings cannot be written inline in JSX.
Commands
| Command | What it does |
|---|---|
pnpm dev |
Both apps in watch mode |
pnpm test |
Vitest across the workspace |
pnpm test:coverage |
The tax rules with coverage, which fails below 100% |
pnpm test:e2e |
Playwright against a running stack (E2E_BASE_URL to point it) |
pnpm typecheck |
tsc --noEmit in every package |
pnpm lint |
eslint, including the module boundary and inline copy rules |
pnpm db:migrate |
Auth tables, then our migrations |
pnpm db:seed |
Demo accounts and their comprobantes, idempotent |
pnpm db:reset |
Drops the local SQLite file and rebuilds it. Destructive, SQLite only |
pnpm --filter @impuestos/api fixtures |
Redraws the scan fixtures under /fixtures |
Configuration
Every variable is documented in apps/api/.env.example and apps/web/.env.example, and
validated with Zod at boot: a bad value stops the process with a message naming the
variable and the problem. A test asserts .env.example and the schema never drift apart.
The two that decide everything else:
DATABASE_URLpicks the dialect.sqlite:./data/app.dborpostgres://.... Nothing else selects it, and the same migrations run on both.STORAGE_DRIVERpicks the file backend:localors3.s3additionally requires a bucket, a region and both keys, checked at boot.
Deployment modes
| Mode | Database | Storage | api replicas | Worker |
|---|---|---|---|---|
| Combined (one VPS) | SQLite | local volume | 1 | inline |
| Split small | SQLite | shared volume | 1 | inline |
| Scaled (k8s) | Postgres | S3 | N | 1+ dedicated, JOBS_INLINE=false |
Both apps are stateless: no in process state that breaks with N replicas, no local writes
outside the storage driver, /healthz and /readyz on both, and SIGTERM fails readiness
first, then drains in flight requests for up to 25 seconds before closing the pool.
Two things bound how far the combined mode scales, and both fail loudly rather than
quietly corrupting: SQLite has a single writer, so the API refuses JOBS_INLINE=false and
logs a scaling notice at boot; the local storage driver needs one shared volume across
every replica, which it also says at boot. Scaling past one API replica means Postgres and
S3. The k8s manifests assume both.
Rate limiting is in memory and therefore per replica. At this scale that is deliberate; the limiter is behind an interface for when it is not.
Running it on Kubernetes
deploy/k8s/ holds the manifests, and its README explains what each one is for. The order
is namespace, config, secret, api, worker, web, ingress, hpa. Three things about the shape
are worth knowing before you read them:
Migrations run as an initContainer on every API pod. Two pods starting together is the normal case, not the exception, and it is safe: the migration takes a Postgres advisory lock on one pinned connection, so the second waits for the first and then finds nothing to do.
Exactly one poller per job, not one per replica. The API Deployment sets
JOBS_INLINE=false and the polling lives in its own worker Deployment. The worker is safe
at any replica count on Postgres: claiming uses FOR UPDATE SKIP LOCKED, which
apps/api/src/modules/jobs/scale.test.ts holds to a hundred jobs and two workers with no
job claimed twice.
Only the web app is exposed. The Ingress routes to the web Service and the API has no
route in from outside. The browser talks to one origin and /api is forwarded inside the
cluster, which is why there is no CORS configuration anywhere in this repository.
Sizing: DATABASE_POOL_MAX is per pod. Multiply it by (api replicas + worker replicas) and
keep the total under the Postgres max_connections, or the tenth pod to start is the one
that cannot connect.
What has not been run here
The container images, the compose stack and the Kubernetes manifests have never been built
or applied on the machine this was written on: there is no Docker daemon it can reach and
no cluster. The manifests parse, their configuration is checked against the env schema by
apps/api/src/deploy.test.ts, and the Dockerfiles are ordinary multi stage Node builds,
but none of that is the same as having watched a pod come up. Treat the first deploy as the
first real test of them.
Installing it, offline and push
app/manifest.ts and the icons in apps/web/public make the web app installable; the
icons are generated from one SVG by apps/web/scripts/generate-icons.mjs and committed, so
a build never needs a browser.
The service worker (apps/web/src/lib/service-worker.js) caches the app shell and the
/offline page and nothing else. No API response is cached: a tax figure that is quietly
out of date is worse than one that is honestly missing.
A scan taken with no network is stored whole in IndexedDB and sent when there is one. The chip in the shell says so and clears itself.
Push needs VAPID keys on the API:
npx web-push generate-vapid-keys
Put them in apps/api/.env as PUSH_VAPID_PUBLIC_KEY and PUSH_VAPID_PRIVATE_KEY, plus
PUSH_VAPID_SUBJECT (an https: or mailto: URL) unless APP_PUBLIC_URL is already
https. Without keys the offer is hidden everywhere; with keys and no usable subject, push
switches itself off and logs why rather than taking the API down.
Adding a locale
- Add the code to
SUPPORTED_LOCALESinpackages/i18n/src/locales.ts. - Add one catalog file next to
es.tsanden.ts, typed asRecord<MessageKey, string>, so the compiler lists anything you missed.
That is the whole change. Routing, the switcher, the API's notification and error
localization and the date formatting all read from that array. formatGs never localizes:
money is always Gs. 1.234.567. Official form previews and PDFs stay Spanish in every
locale, because they mirror DNIT forms.
The tax rules
Everything that decides a number lives in packages/rules and nothing there does I/O, so
it is all directly testable. docs/RULES.md is authoritative for it and the module names
follow that document's sections: ruc.ts, calendario.ts, cdc.ts, classification.ts,
f120.ts, f515.ts, projections.ts.
Three rules hold the package together:
- No floats in a money path. Money is a branded
Pygof whole guaranies, percentages go throughpercentOf, which is integer arithmetic rounded half up, andpyg()throws on anything that is not a safe integer. - Never guess a tax rule. Anything
docs/RULES.mddoes not state carries aTODO-TAX-VERIFYcomment and a test that pins today's behaviour, so verifying it later is a red/green diff.DECISIONS.mdhas the register of all six. - Data, not code. The holiday table, the keyword to category map and the form definitions are plain data files. Extending them for a new year or a new keyword is not a code change.
Coverage is enforced at 100%: pnpm test:coverage fails below it.
Adding a form version
Form definitions live in packages/rules/src/forms and every declaration stores the
rulesVersion that produced it, so an old declaration always renders with the rules it was
computed under. Add f120.v2.ts beside f120.v1.ts, bump RULES_VERSION, and leave the
old definition in place: it is what old declarations still render through.
Testing
Vitest covers the rules package, the API services, and catalog parity. Playwright covers the golden paths against a running stack.
The same suite runs against both dialects. With no TEST_DATABASE_URL it uses SQLite in
memory; point that at a Postgres and every harness builds a database of its own inside it,
which is how CI covers the claim that the product runs on either:
TEST_DATABASE_URL=postgres://user:pass@localhost:5432/postgres pnpm test
Two tests only mean something on Postgres and skip themselves without it: the two-worker
hundred-job claim test, and anything that depends on FOR UPDATE SKIP LOCKED. The S3
driver behaves the same way through TEST_S3_ENDPOINT.
pnpm test:e2e does not start anything: bring the stack up first, then point it at the
right origin. The suite signs in as the demo accounts and confirms, rejects and scans
against their data, so it changes the state it runs in. Reset before a run, with the stack
stopped, or the second run has a different bandeja than the first:
pnpm db:reset
Then start the stack and run it:
E2E_BASE_URL=http://localhost:3005 pnpm test:e2e
A dev server compiles each route the first time it is asked for, which is slow enough to
push a sign in past the five seconds Playwright waits on a navigation. e2e/global-setup.ts
asks for every screen once before the suite starts, so the cost is paid before the first
test rather than by it. Against a heavily loaded dev server, one worker is still steadier
than two:
E2E_BASE_URL=http://localhost:3005 npx playwright test --workers=1