# Build brief — a focused alternative to Pixieset

> **Verdict:** Partly, if you narrow it · **Buildability:** 58/100 · **Category:** Photo Editing
> **Source:** https://www.canitbevibecoded.com/pixieset
> Independent editorial assessment from Can It Be Vibe Coded? Not affiliated with, endorsed by, or derived from Pixieset. Verify current pricing and capabilities before acting.

## Context

**Pixieset** — Publish a simple password-protected client gallery from user-owned storage. It currently costs $8/mo.

The core loop is buildable, but a dependable replacement becomes a substantially larger project. For Pixieset, publish a simple password-protected client gallery from user-owned storage. The hard boundary is gallery hosting, proofing, downloads, store, mobile apps, and photographer workflow, plus image pipeline quality, models, and workflow polish.

This brief describes a focused, single-operator replacement for the part of Pixieset that is genuinely reproducible. It is deliberately narrower than the product it replaces, and it says so in writing. Build the useful core; do not pretend to have rebuilt the rest.

## What you are building

Catalog local photos, publish a password-protected client gallery from user-owned storage, generate previews, and export selected originals or rendered copies.

- Build a focused single-user workflow with real persistence, search, and export.
- A responsive interface with real empty, loading, success, and error states.

## Requirements

### Functional

- Desktop computer.
- Local photo library.
- Sufficient disk space.
- Optional GPU for AI features.

### Non-functional

- Accessibility: semantic markup, labelled controls, visible focus, and reduced-motion support.
- Security: server-side secrets, validated input, and no credentials in the client bundle.
- Reliability: retries with backoff on external calls, and a clear failure state when a provider is down.
- Portability: the operator can export their data and leave without losing it.

## Implementation brief

Build a personal replacement for Pixieset in an empty repository.
Use Tauri 2, React, TypeScript, Rust image libraries, SQLite, and local filesystem access; do not offer alternative stacks.
The core loop is: catalog local photos, publish a password-protected client gallery from user-owned storage, generate previews, and export selected originals or rendered copies.
Make the first run work locally with one documented command.
Store all user data locally by default and make export straightforward.
Put secrets in .env, ship .env.example, and never commit credentials.
Index selected folders without moving or rewriting originals and store only catalog data in SQLite.
Generate thumbnails and previews, read EXIF, detect duplicates by hash, and monitor file changes.
Provide timeline, folders, albums, ratings, flags, tags, search, and side-by-side compare.
Store edits as reversible parameters for crop, rotate, exposure, contrast, white balance, and saturation.
Render exports to a new folder with explicit color space, quality, size, and metadata choices.
Add catalog backup, missing-file repair, integrity scan, and a clear original-safety guarantee.
Include clear empty, loading, success, and recoverable error states.
Add input validation, safe filenames, and graceful handling of unavailable APIs.
Write focused tests for the core transformation and one end-to-end happy path.
Create a README with setup, architecture, permissions, data location, and backup steps.
Do not add accounts, billing, telemetry, analytics, or a hosted control plane.
Deliberately leave out a proprietary raw-rendering engine.
Deliberately leave out hosted cross-device photo sync and client galleries.
Deliberately leave out frontier culling, retouching, and generative models.
Finish by running the tests and listing the exact commands used.

## Delivery standard

- Inspect the repository first, then write a short implementation plan before writing code.
- Deliver the smallest complete end-to-end workflow first; every primary control must work against persisted data.
- Use real validation and storage; never substitute fake dashboards, decorative controls, hard-coded success states, or mock integrations.
- Include responsive layouts plus genuine empty, loading, success, validation, and failure states.
- Keep secrets server-side in environment variables, provide .env.example, and never commit credentials or user data.
- Add structured logs around every external call and return actionable errors without leaking sensitive details.
- Write unit tests for the core logic and one automated test of the main user journey.
- Finish with a README covering setup, architecture, data location, backups, tests, deployment, and known limitations.

## Acceptance criteria

- [ ] A clean install starts the app using only the README and .env.example.
- [ ] The primary journey works from first visit through saved result, reload, edit, export, and deletion where applicable.
- [ ] Invalid input, missing configuration, provider failure, and an empty database each have a usable state.
- [ ] The interface works at 390px and 1440px, is keyboard navigable, and shows visible focus on every control.
- [ ] Tests, type checking, linting, and a production build all pass with no ignored failures.
- [ ] No part of the interface implies a live integration, security guarantee, or scale capability that was not actually built and verified.

## Non-goals

Do not build these, and do not claim to have replaced them:

- Gallery hosting, proofing, downloads, store, mobile apps, and photographer workflow.
- Proprietary raw-processing quality.
- Cloud sync and sharing.
- Large AI models.
- Reliability at the vendor's scale is an operations problem, not a prompt.
- The last 20 percent is sync, migration fidelity, speed, and edge cases.

## What you still own after launch

- Run migrations, backups, restores, and dependency updates.
- Test the critical journey after every model, API, or hosting change.
- Monitor failures and fix the edge cases a first prompt will miss.

## Risk

**Operational risk.** The code is achievable; dependable data, integrations, and ongoing operations are the real cost.

Editorial confidence in this assessment: medium. No independent one-shot implementation is linked yet.

## Prior art

Working open-source software you can read, fork, or borrow from before starting:

- [Immich](https://github.com/immich-app/immich) — Active open-source self-hosted photo and video management platform

---

Generated by [Can It Be Vibe Coded?](https://www.canitbevibecoded.com) · Full report: https://www.canitbevibecoded.com/pixieset