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Public case study

AirBridge — Airtable Backup and Restore Desktop Tool

A local-first desktop app for backing up, inspecting, validating, and conservatively planning restores for Airtable bases.

Active Tauri React TypeScript Rust SQLite Airtable

AirBridge turns Airtable backup into an inspectable local package and a conservative restore plan. Its current value is the safety boundary: users can verify what is recoverable before any live-write capability exists.

Case study

Project breakdown

Product flow

Simplified flow based on the public repository README.

frames guides verified by supports
  1. 1 Problem Define a safe backup and restore boundary.
  2. 2 Design Model local-first workflows and explicit validation.
  3. 3 Implementation Build the desktop and Rust engine layers.
  4. 4 Validation Test packages, checksums, and dry-run behavior.
  5. 5 Public output Publish code, documentation, and releases.

Relationships

  • Problem frames: Design
  • Design guides: Implementation
  • Implementation verified by: Validation
  • Validation supports: Public output

Problem to design to implementation to validation to public output

Evidence architecture

Component view supported by public repository evidence.

defines built by verified by runs supports
  • README Public product scope and status.
  • Source tree Desktop UI and local engine.
  • Scripts Build and validation automation.
  • Tests Product and engine verification.
  • Docs Public operating and release evidence.

Relationships

  • README defines: Source tree
  • Source tree built by: Scripts
  • Source tree verified by: Tests
  • Scripts runs: Tests
  • Tests supports: Docs

README to source tree to scripts to tests to release docs

Delivery sequence

A chronological view of the public product work.

then then then
  1. 1 Scope Set the local-first backup and dry-run boundary.
  2. 2 Build Implement the desktop and engine layers.
  3. 3 Verify Exercise validation and safety behavior.
  4. 4 Publish Release code and public documentation.

Relationships

  • Scope then: Build
  • Build then: Verify
  • Verify then: Publish

Scope, implement, validate, then document the public release.

Restore safety decision

The public repository documents a conservative local-first restore workflow.

supports safer alternative
  • Local-first dry-run Inspect and validate before any restore write. Selected
  • Implicit remote write Rejected because it weakens the explicit safety boundary.
  • Validated package Checksums and package inspection support the selected path.

Relationships

  • Validated package supports: Local-first dry-run
  • Implicit remote write safer alternative: Local-first dry-run

Local-first dry-run is selected over an implicit remote write path.

Problem

AirBridge addresses the gap between exporting data and having a backup package with explicit structure, checksums, validation, and a conservative restore plan.

Overview

Airtable can hold operationally important data, yet teams need a local package they can inspect and validate independently of the live base.

Product reasoning

The product does not promise full Airtable fidelity. Restore into non-empty bases and live restore writes are outside the current v0.1.0-alpha boundary; attachment binaries are not backed up.

Product decisions

The restore path is local-first and preview-first. A safety gate can report readiness, but the write engine remains disabled until product and security approval.

Technical architecture

A Tauri desktop shell and React interface sit over a Rust engine that produces manifest-driven backup packages, JSONL record sources, validation reports, and checksum data.

Execution and delivery

The public repository documents backup creation, package inspection, schema and checksum validation, compatibility reporting, dry-run schema planning, and record-import planning.

Current evidence

The alpha release line exposes a complete read-only planning flow, cross-platform release builds, public restore documentation, and tests for the desktop and engine layers.

Learnings

For destructive workflows, a useful first product can make packages inspectable and decisions explicit before enabling remote writes.

Artifacts

Product evidence

documentation

Public alpha scope and safety boundary

The repository README separates implemented backup, inspection, validation, and read-only restore planning from live restore execution.

AirBridge publicly documents that live Airtable restore writes remain disabled pending product and security approval.

Public source

architecture

Desktop and engine architecture

The architecture overview links the Tauri desktop boundary, React and TypeScript interface, Rust core, package format, and local storage responsibilities.

The public architecture documents a desktop shell over a Rust engine rather than a browser-only export utility.

Public source

configuration

Portable backup package contract

The backup format documentation defines the manifest, schema, JSONL records, reports, and SHA-256 checksum layout.

The backup output is a documented and inspectable package rather than an opaque application file.

Public source

Test and validation

test

Frontend and Rust quality gate

The desktop package defines type, lint, format, Vitest, Rust format, Cargo check, Cargo test, and production build steps in one check command.

The repository exposes a repeatable validation path across both interface and engine layers.

Public source

Installation and usage

installation

Documented development setup

The public setup guide records the prerequisites and commands required to run the desktop project locally.

Contributors have a repository-owned installation and development path.

Public source

Release and distribution

release

v0.1.0-alpha release record

The repository publishes scoped release notes for the alpha line, including available workflows and known limitations.

The public release evidence preserves the same conservative restore boundary described in the product scope.

Public source

Current limitations

  • Runtime restore execution remains disabled in the documented alpha boundary; this Case Study does not imply live Airtable writes.
  • Attachment evidence is metadata-only, and the repository does not claim binary attachment backup or restore.
  • No product screenshot is included because the repository does not publish a reviewable screenshot asset and this package does not fabricate one.

Overview

Role
Product definition, safety boundaries, technical architecture, delivery management, and validation
Complexity
High
Detail level
Case study

Responsibilities

  • Problem definition
  • Scope definition
  • Product architecture
  • Technical delivery
  • Validation

Outcome

The public alpha provides local backup, package inspection, integrity validation, and read-only restore planning while keeping live restore writes disabled.

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Links

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