B{rew}log is a self-hosted specialty coffee logging platform optimised for filter brewing enthusiasts. B{rew}log can be used for tracking roasters, roasts, brews, cafes and brewing gear.

B{rew}log features an LLM-powered "Bag Scanning" feature, which enables it to automatically fill roaster and coffee information using a photo of a bag. It also supports "check-ins" to log coffee enjoyed in a cafe.

B{rew}log ships as a single Rust binary that serves a web UI, a REST API, and a CLI client. The application uses SQLite as a backend, and will automatically create and migrate the database on start-up.

Note

This application was built almost entirely with Claude Code. I used this project as an excuse to explore the current state of the art in agentic coding tools. I've reviewed much of the code, and I'm largely responsible for the rules and the layout of the repository but nonetheless the vast majority of the code was written by Claude and Opus 4.6.

Quick Start (Demo)

Before you start, you'll need to sign up for Openrouter and Foursquare Places and get API keys for both.

Then create a docker.env file:

# You'll need an API key from OpenRouter
BREWLOG_OPENROUTER_API_KEY=sk-or-...
# I've had good results with Gemini models, but you can try 'openrouter/free' to experiment
BREWLOG_OPENROUTER_MODEL=google/gemini-3-flash-preview
# FourSquare Places API key for location searching
BREWLOG_FOURSQUARE_API_KEY=fsq3...

You can see the full list of configuration options below. Once your .env file is complete, start the container using the environment file

# Create a data directory to store the database
mkdir data
# Run the container
docker run \
  --rm \
  -p 3000 \
  --env-file docker.env \
  -v $PWD/data:/data \
  ghcr.io/jnsgruk/brewlog:latest

On first start with an empty database the server prints a one-time registration URL:

No users found. Register the first user at:
  http://localhost:3000/register/abc123...
This link expires in 1 hour.

Open that URL, choose a display name, and register a passkey. This creates an account and signs in automatically.

To onboard additional users later, generate a fresh invite link from the Admin page ("Invite" → "New Invite") or from the CLI (brewlog invite create). Each link is valid for 7 days and can be used once.

Install from Git

To build and install from source, you'll need a working Rust toolchain:

cargo install --locked --git https://github.com/jnsgruk/brewlog.git

Then create a .env file containing at least your OpenRouter and Foursquare API keys, and start the server:

brewlog serve

CLI Authentication

To use the CLI or API for write operations, create a token via browser hand-off:

brewlog token create --name "my-cli-token"
# Browser opens → authenticate with a passkey → token printed once

export BREWLOG_URL="http://localhost:3000"
export BREWLOG_TOKEN="<token from above>"

# Create data from the CLI
brewlog roaster add --name "Radical Roasters" --country "United Kingdom"

To invite another person, generate a single-use registration link (valid for 7 days):

brewlog invite create
# Prints a https://.../register/<token> link to share with the new user

Run brewlog --help for the full command reference.

Configuration

All settings are read from environment variables or CLI flags. A .env file in the working directory is loaded automatically via dotenvy.

Server (brewlog serve)

Variable	Purpose	Default
BREWLOG_RP_ID	WebAuthn Relying Party ID (server domain)	localhost
BREWLOG_RP_ORIGIN	WebAuthn Relying Party origin (full URL)	http://localhost:3000
BREWLOG_DATABASE_URL	Database connection string	sqlite://brewlog.db
BREWLOG_BIND_ADDRESS	Server bind address	127.0.0.1:3000
BREWLOG_INSECURE_COOKIES	Disable the Secure cookie flag (auto-enabled for localhost defaults)	false
RUST_LOG	Log level filter	info
RUST_LOG_FORMAT	Set to json for structured log output	—

CLI Client

Variable	Purpose	Default
BREWLOG_URL	Server URL	http://localhost:3000
BREWLOG_TOKEN	API bearer token for write operations	—

Integrations

Variable	Purpose	Default
BREWLOG_OPENROUTER_API_KEY	OpenRouter API key for AI extraction	required
BREWLOG_OPENROUTER_MODEL	LLM model for AI extraction	openrouter/free
BREWLOG_FOURSQUARE_API_KEY	Foursquare Places API key for nearby cafe search	required

Development Setup

Install mise then set up the development environment:

sudo apt update
sudo apt install -y clang mold pkg-config libssl-dev \
    libatk1.0-0 libatk-bridge2.0-0 libcups2 libdrm2 libxkbcommon0 \
    libxcomposite1 libxdamage1 libxrandr2 libgbm1 libpango-1.0-0 \
    libcairo2 libasound2t64 libnss3 libxshmfence1
mise trust
mise install              # Install all dev tools
mise run install-e2e      # Install Chrome for Testing + ChromeDriver
uv tool install prek      # Install prek (git hook runner) as a standalone tool
prek install              # Install git hooks

Note: prek is a standalone binary installed via uv and must be on PATH. If it is missing, prek run -av cannot invoke cargo fmt -- --check and reports failed to run cargo fmt -- --check — this is the missing prek/toolchain, not a formatting error. Installing prek resolves it.

Contributing

prek run -av              # Run all lints, tests, formatters
mise run fmt              # Format all files
mise run check            # Full CI validation (fmt + lint + test)
mise run test             # Run all tests
cargo build               # Build

See CLAUDE.md for architecture, code patterns, and development conventions.

License

Apache License 2.0