From 5dda98d1edb0a00cdd23a17aba205f5614a455fc Mon Sep 17 00:00:00 2001
From: Malcolm Greaves <75upbeats_hybrids@icloud.com>
Date: Mon, 9 Feb 2026 16:52:33 -0800
Subject: [PATCH 1/2] just-based development commands

Adds a `Justfile` for development commands for the entire project.
Adds specialized `oxen-rust` and `oxen-python` `Justfile`s too.
Commands are scoped to the project: root-level runs for both.

The following development commands are supported in both:
- `just check`: type checks code
- `just lint`: formats code & runs linters
- `just build`: downloads all dependencies & builds all artifacts
- `just test`: runs all tests
- `just doc`: generates all documentation

Both also have `just test-only TESTNAME` to run a single test.

`oxen-rust` also has:
- `just serve`: uses `bacon` to run `oxen-server`
- `just test-cli`: runs the Python-based CLI integration tests

And `mypy` was added to `oxen-python`'s development dependencies to
add support for checking type annotations.
---
 Justfile                   |  30 +++++
 oxen-python/.gitignore     |   5 +-
 oxen-python/Justfile       |  31 +++++
 oxen-python/pyproject.toml |  13 ++
 oxen-python/uv.lock        | 270 +++++++++++++++++++++++++++++++++++++
 oxen-rust/Justfile         |  46 +++++++
 6 files changed, 394 insertions(+), 1 deletion(-)
 create mode 100644 Justfile
 create mode 100644 oxen-python/Justfile
 create mode 100644 oxen-rust/Justfile

diff --git a/Justfile b/Justfile
new file mode 100644
index 000000000..d57958276
--- /dev/null
+++ b/Justfile
@@ -0,0 +1,30 @@
+# Oxen: Fast, unstructured data version control
+
+mod rust 'oxen-rust/Justfile'
+mod python 'oxen-python/Justfile'
+
+# Build all sub-projects
+build:
+    just rust build
+    just python build
+
+# Run all linters and format checkers
+lint:
+    just rust lint
+    just python lint
+
+# Type-check all sub-projects (cargo check + mypy)
+check:
+    just rust check
+    just python check
+
+# Run all tests (Rust, CLI integration, and Python)
+test:
+    just rust test
+    just rust test-cli
+    just python test
+
+# Generate all documentation
+doc:
+    just rust doc
+    just python doc
diff --git a/oxen-python/.gitignore b/oxen-python/.gitignore
index e044a2736..53be63545 100644
--- a/oxen-python/.gitignore
+++ b/oxen-python/.gitignore
@@ -69,4 +69,7 @@ docs/_build/
 .vscode/
 
 # Pyenv
-.python-version
\ No newline at end of file
+.python-version
+
+# Generated docs (pdoc)
+docs/
\ No newline at end of file
diff --git a/oxen-python/Justfile b/oxen-python/Justfile
new file mode 100644
index 000000000..4c3a0a5c8
--- /dev/null
+++ b/oxen-python/Justfile
@@ -0,0 +1,31 @@
+# Oxen Python bindings (PyO3 + maturin)
+
+# Install deps and compile Rust extension into venv
+build:
+    uv sync --no-install-project
+    maturin develop
+
+# Lint Python (ruff) and Rust (fmt + clippy); all run even if one fails
+lint:
+    #!/usr/bin/env bash
+    rc=0
+    ruff check . || rc=1
+    cargo fmt --all -- --check || rc=1
+    cargo clippy --no-deps -- -D warnings || rc=1
+    exit $rc
+
+# Type-check Python code with mypy
+check:
+    uv run mypy python/oxen
+
+# Run all Python tests
+test:
+    uv run pytest -s tests
+
+# Run a specific test by keyword
+test-only NAME:
+    uv run pytest -s tests -k "{{NAME}}"
+
+# Generate Python API docs with pdoc
+doc:
+    uv run pdoc python/oxen -o docs
diff --git a/oxen-python/pyproject.toml b/oxen-python/pyproject.toml
index 6d91b2675..1dab043f4 100644
--- a/oxen-python/pyproject.toml
+++ b/oxen-python/pyproject.toml
@@ -41,3 +41,16 @@ build-backend = "maturin"
 [tool.maturin]
 python-source = "python"
 features = ["pyo3/extension-module"]
+
+[dependency-groups]
+dev = [
+    "mypy>=1.13",
+    "pdoc>=15.0",
+]
+
+[tool.mypy]
+python_version = "3.10"
+files = ["python/oxen"]
+ignore_missing_imports = true
+warn_return_any = true
+warn_unused_configs = true
diff --git a/oxen-python/uv.lock b/oxen-python/uv.lock
index 5cabd25ba..4dcf0b311 100644
--- a/oxen-python/uv.lock
+++ b/oxen-python/uv.lock
@@ -125,6 +125,185 @@ wheels = [
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 ]
 
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+    { url = "https://files.pythonhosted.org/packages/de/eb/b83e75f4c820c4247a58580ef86fcd35165028f191e7e1ba57128c52782d/mypy-1.19.1-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:06e6170bd5836770e8104c8fdd58e5e725cfeb309f0a6c681a811f557e97eac1", size = 13199744, upload-time = "2025-12-15T05:03:30.823Z" },
+    { url = "https://files.pythonhosted.org/packages/94/28/52785ab7bfa165f87fcbb61547a93f98bb20e7f82f90f165a1f69bce7b3d/mypy-1.19.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:804bd67b8054a85447c8954215a906d6eff9cabeabe493fb6334b24f4bfff718", size = 12215815, upload-time = "2025-12-15T05:02:42.323Z" },
+    { url = "https://files.pythonhosted.org/packages/0a/c6/bdd60774a0dbfb05122e3e925f2e9e846c009e479dcec4821dad881f5b52/mypy-1.19.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:21761006a7f497cb0d4de3d8ef4ca70532256688b0523eee02baf9eec895e27b", size = 12740047, upload-time = "2025-12-15T05:03:33.168Z" },
+    { url = "https://files.pythonhosted.org/packages/32/2a/66ba933fe6c76bd40d1fe916a83f04fed253152f451a877520b3c4a5e41e/mypy-1.19.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:28902ee51f12e0f19e1e16fbe2f8f06b6637f482c459dd393efddd0ec7f82045", size = 13601998, upload-time = "2025-12-15T05:03:13.056Z" },
+    { url = "https://files.pythonhosted.org/packages/e3/da/5055c63e377c5c2418760411fd6a63ee2b96cf95397259038756c042574f/mypy-1.19.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:481daf36a4c443332e2ae9c137dfee878fcea781a2e3f895d54bd3002a900957", size = 13807476, upload-time = "2025-12-15T05:03:17.977Z" },
+    { url = "https://files.pythonhosted.org/packages/cd/09/4ebd873390a063176f06b0dbf1f7783dd87bd120eae7727fa4ae4179b685/mypy-1.19.1-cp314-cp314-win_amd64.whl", hash = "sha256:8bb5c6f6d043655e055be9b542aa5f3bdd30e4f3589163e85f93f3640060509f", size = 10281872, upload-time = "2025-12-15T05:03:05.549Z" },
+    { url = "https://files.pythonhosted.org/packages/8d/f4/4ce9a05ce5ded1de3ec1c1d96cf9f9504a04e54ce0ed55cfa38619a32b8d/mypy-1.19.1-py3-none-any.whl", hash = "sha256:f1235f5ea01b7db5468d53ece6aaddf1ad0b88d9e7462b86ef96fe04995d7247", size = 2471239, upload-time = "2025-12-15T05:03:07.248Z" },
+]
+
+[[package]]
+name = "mypy-extensions"
+version = "1.1.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/a2/6e/371856a3fb9d31ca8dac321cda606860fa4548858c0cc45d9d1d4ca2628b/mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558", size = 6343, upload-time = "2025-04-22T14:54:24.164Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/79/7b/2c79738432f5c924bef5071f933bcc9efd0473bac3b4aa584a6f7c1c8df8/mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505", size = 4963, upload-time = "2025-04-22T14:54:22.983Z" },
+]
+
 [[package]]
 name = "numpy"
 version = "2.2.6"
@@ -317,6 +551,12 @@ dependencies = [
     { name = "tqdm" },
 ]
 
+[package.dev-dependencies]
+dev = [
+    { name = "mypy" },
+    { name = "pdoc" },
+]
+
 [package.metadata]
 requires-dist = [
     { name = "fsspec", specifier = ">=2025.3.0" },
@@ -332,6 +572,12 @@ requires-dist = [
     { name = "tqdm", specifier = ">=4.67.1" },
 ]
 
+[package.metadata.requires-dev]
+dev = [
+    { name = "mypy", specifier = ">=1.13" },
+    { name = "pdoc", specifier = ">=15.0" },
+]
+
 [[package]]
 name = "packaging"
 version = "25.0"
@@ -390,6 +636,30 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d5/f9/07086f5b0f2a19872554abeea7658200824f5835c58a106fa8f2ae96a46c/pandas-2.3.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:5db9637dbc24b631ff3707269ae4559bce4b7fd75c1c4d7e13f40edc42df4444", size = 13189044, upload-time = "2025-07-07T19:19:39.999Z" },
 ]
 
+[[package]]
+name = "pathspec"
+version = "1.0.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/fa/36/e27608899f9b8d4dff0617b2d9ab17ca5608956ca44461ac14ac48b44015/pathspec-1.0.4.tar.gz", hash = "sha256:0210e2ae8a21a9137c0d470578cb0e595af87edaa6ebf12ff176f14a02e0e645", size = 131200, upload-time = "2026-01-27T03:59:46.938Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ef/3c/2c197d226f9ea224a9ab8d197933f9da0ae0aac5b6e0f884e2b8d9c8e9f7/pathspec-1.0.4-py3-none-any.whl", hash = "sha256:fb6ae2fd4e7c921a165808a552060e722767cfa526f99ca5156ed2ce45a5c723", size = 55206, upload-time = "2026-01-27T03:59:45.137Z" },
+]
+
+[[package]]
+name = "pdoc"
+version = "16.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "jinja2" },
+    { name = "markdown2" },
+    { name = "markupsafe" },
+    { name = "pygments" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ac/fe/ab3f34a5fb08c6b698439a2c2643caf8fef0d61a86dd3fdcd5501c670ab8/pdoc-16.0.0.tar.gz", hash = "sha256:fdadc40cc717ec53919e3cd720390d4e3bcd40405cb51c4918c119447f913514", size = 111890, upload-time = "2025-10-27T16:02:16.345Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/16/a1/56a17b7f9e18c2bb8df73f3833345d97083b344708b97bab148fdd7e0b82/pdoc-16.0.0-py3-none-any.whl", hash = "sha256:070b51de2743b9b1a4e0ab193a06c9e6c12cf4151cf9137656eebb16e8556628", size = 100014, upload-time = "2025-10-27T16:02:15.007Z" },
+]
+
 [[package]]
 name = "pluggy"
 version = "1.6.0"
diff --git a/oxen-rust/Justfile b/oxen-rust/Justfile
new file mode 100644
index 000000000..85bbaa5fe
--- /dev/null
+++ b/oxen-rust/Justfile
@@ -0,0 +1,46 @@
+# Oxen Rust workspace: library, CLI, and server
+
+# Build the workspace (debug mode)
+build:
+    cargo build
+
+# Type-check the workspace
+check:
+    cargo check
+
+# Run format check and clippy (both run even if one fails)
+lint:
+    #!/usr/bin/env bash
+    rc=0
+    cargo fmt --all -- --check || rc=1
+    cargo clippy --no-deps -- -D warnings || rc=1
+    exit $rc
+
+# Run all tests with nextest
+test:
+    #!/usr/bin/env bash
+    if [ ! -f data/test/config/user_config.toml ]; then
+        cargo run --bin oxen-server add-user --email ox@oxen.ai --name Ox --output data/test/config/user_config.toml
+    fi
+    ulimit -n 10240
+    cargo nextest run
+
+# Run a specific test by name substring
+test-only NAME:
+    cargo test {{NAME}}
+
+# Generate rustdoc
+doc:
+    cargo doc --no-deps
+
+# Run pre-commit hooks
+pre-commit:
+    pre-commit run --all-files
+
+# Run CLI integration tests (Python-based)
+test-cli:
+    cd cli-test && uv sync && uv run pytest tests -v
+
+# Start server with live-reload via bacon
+serve:
+    bacon server

From 048b513e9debf6d45ef2685ae797e897823ff7e4 Mon Sep 17 00:00:00 2001
From: Malcolm Greaves <75upbeats_hybrids@icloud.com>
Date: Mon, 9 Feb 2026 17:10:53 -0800
Subject: [PATCH 2/2] Documented `just` commands

---
 README.md                              | 45 ++++++++++++++++++++++-
 oxen-python/Develop.md                 |  6 +--
 oxen-python/README.md                  | 21 ++++++++++-
 oxen-rust/README.md                    | 51 ++++++++++++++++++++++++--
 oxen-rust/cli-test/README.md           |  2 +-
 oxen-rust/docs/dev/AddLibraryCode.md   |  4 +-
 oxen-rust/docs/dev/IntegrateCLICode.md |  4 +-
 7 files changed, 117 insertions(+), 16 deletions(-)

diff --git a/README.md b/README.md
index 40345b3f6..0222d0ed4 100644
--- a/README.md
+++ b/README.md
@@ -121,6 +121,47 @@ Code bases to contribute to:
 
 If you are building anything with Oxen.ai or have any questions we would love to hear from you in our [discord](https://discord.gg/s3tBEn7Ptg).
 
+## Developer Quick Start
+
+The project uses [Just](https://github.com/casey/just) as a command runner to provide a consistent developer interface across all sub-projects. Install it first:
+
+```bash
+# macOS
+brew install just
+
+# Or see https://github.com/casey/just#installation for other platforms
+```
+
+Then from the repository root you can run common tasks across all sub-projects:
+
+```bash
+just build    # Build all sub-projects
+just check    # Type-check (cargo check + mypy)
+just lint     # Run all linters and format checkers
+just test     # Run all tests (Rust + CLI integration + Python)
+just doc      # Generate all documentation
+```
+
+Each sub-project also has its own Justfile with more specific recipes:
+
+```bash
+just rust build        # Build the Rust workspace
+just rust test         # Run Rust tests with nextest
+just rust test-only NAME  # Run a specific Rust test by name
+just rust lint         # cargo fmt --check + clippy
+just rust serve        # Start server with live-reload (bacon)
+just rust test-cli     # Run CLI integration tests
+
+just python build      # Install deps + compile Rust extension
+just python test       # Run Python tests
+just python test-only NAME  # Run a specific Python test by keyword
+just python check      # Type-check with mypy
+just python lint       # ruff + cargo fmt --check + clippy
+just python doc        # Generate API docs with pdoc
+```
+
+See `oxen-rust/Justfile` and `oxen-python/Justfile` for the full list of recipes.
+
 ## Build 🔨
 
 Set up virtual environment:
@@ -136,7 +177,7 @@ $ pip install -r requirements.txt
 # Install rust
 $ curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh
 
-# Run maturin
+# Run maturin (or `just python build`)
 $ cd oxen
 $ maturin develop
 ```
@@ -144,7 +185,7 @@ $ maturin develop
 ## Test
 
 ```bash
-$ pytest -s tests/
+$ pytest -s tests/  # or `just python test`
 ```
 
 ## Why build Oxen?
diff --git a/oxen-python/Develop.md b/oxen-python/Develop.md
index 53f0b36a2..7aa90320e 100644
--- a/oxen-python/Develop.md
+++ b/oxen-python/Develop.md
@@ -20,7 +20,7 @@ pip install -r requirements.txt
 Then use `maturin` to build the Rust native module and deploy it in the current virtualenv.
 
 ```bash
-maturin develop
+maturin develop   # or `just build` to also install deps
 ```
 
 For intel builds if it cannot find the c++ headers
@@ -32,7 +32,7 @@ env CPLUS_INCLUDE_PATH=/Library/Developer/CommandLineTools/usr/include/c++/v1/ m
 ## Run Tests
 
 ```bash
-pytest -s tests/
+pytest -s tests/   # or `just test`
 ```
 
 ## Code Quality
@@ -46,7 +46,7 @@ black .
 ### Linting
 
 ```bash
-ruff .
+ruff .   # or `just lint` to run ruff + cargo fmt + clippy
 ```
 
 ## Adding Modules 🦀 -> 🐍
diff --git a/oxen-python/README.md b/oxen-python/README.md
index a8cf9be08..daf71ccf6 100644
--- a/oxen-python/README.md
+++ b/oxen-python/README.md
@@ -1,4 +1,4 @@
-# 🐂 🐍 Oxen Python Interface 
+# 🐂 🐍 Oxen Python Interface
 
 The Oxen python interface makes it easy to integrate Oxen datasets directly into machine learning dataloaders or other data pipelines.
 
@@ -41,7 +41,7 @@ repo.checkout()
 If you don't want to download the data locally, you can use the `RemoteRepo` class to interact with a remote repository on OxenHub.
 
 ```python
-import oxen 
+import oxen
 
 repo = RemoteRepo("https://hub.oxen.ai/ox/CatDogBBox")
 ```
@@ -62,3 +62,20 @@ repo.commit("Adding another training image")
 
 Note that no "push" command is required here, since the above code creates a commit directly on the remote branch.
 
+## Development
+
+This sub-project uses [Just](https://github.com/casey/just) as a command runner. Install it with `brew install just` or see the [installation guide](https://github.com/casey/just#installation).
+
+List all available recipes with `just --list`. Common recipes:
+
+| Command | Description |
+|---------|-------------|
+| `just build` | Install deps and compile Rust extension into venv |
+| `just lint` | Lint Python (ruff) and Rust (fmt + clippy) |
+| `just check` | Type-check Python code with mypy |
+| `just test` | Run all Python tests |
+| `just test-only NAME` | Run a specific test by keyword |
+| `just doc` | Generate Python API docs with pdoc |
+
+See `Develop.md` for more detailed development instructions.
+
diff --git a/oxen-rust/README.md b/oxen-rust/README.md
index c7f74c3df..f4c881901 100644
--- a/oxen-rust/README.md
+++ b/oxen-rust/README.md
@@ -30,12 +30,34 @@ Oxen is purely written in Rust 🦀. You should install the Rust toolchain with
 curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh
 ```
 
+We also use [Just](https://github.com/casey/just) as a command runner. Install it with:
+
+```
+brew install just
+```
+
+Or see the [Just installation guide](https://github.com/casey/just#installation) for other platforms.
+
+Once installed, list all available recipes with `just --list`. Common recipes:
+
+| Command | Description |
+|---------|-------------|
+| `just build` | Build the workspace (debug mode) |
+| `just check` | Type-check the workspace |
+| `just lint` | Run cargo fmt check + clippy |
+| `just test` | Run all tests with nextest |
+| `just test-only NAME` | Run a specific test by name substring |
+| `just doc` | Generate rustdoc |
+| `just serve` | Start server with live-reload (bacon) |
+| `just pre-commit` | Run pre-commit hooks |
+| `just test-cli` | Run CLI integration tests |
+
 If you are a developer and want to learn more about adding code or the overall architecture [start here](docs/dev/AddLibraryCode.md). Otherwise, a quick start to make sure everything is working follows.
 
 ## Build
 
 ```
-cargo build
+cargo build   # or `just build`
 ```
 
 If on intel mac, you may need to build with the following
@@ -177,7 +199,7 @@ cargo install --locked bacon
 Then run the server like this
 
 ```
-bacon server
+bacon server   # or `just serve`
 ```
 
 
@@ -223,6 +245,8 @@ docker load -i result
 
 # Unit & Integration Tests
 
+The simplest way to run all tests is via Just (`just test`), which automatically creates the test user config and sets file handle limits. For manual setup, follow the steps below.
+
 Make sure your user is configured and server is running on the default port and host, by following these setup steps:
 
 ```bash
@@ -244,7 +268,7 @@ ulimit -n 10240
 
 Run tests with nextest (preferred):
 ```
-cargo nextest run
+cargo nextest run   # or `just test`
 ```
 
 Run with vanilla cargo:
@@ -255,7 +279,7 @@ cargo test -- --test-threads=$(nproc)
 It can be faster (in terms of compilation and runtime) to run a specific test. To run a specific library test:
 
 ```
-cargo nextest run --lib test_get_metadata_text_readme
+cargo nextest run --lib test_get_metadata_text_readme   # or `just test-only test_get_metadata_text_readme`
 ```
 
 To run the catchall (integration) tests
@@ -278,6 +302,20 @@ To set a different test host you can set the `OXEN_TEST_HOST` environment variab
 env OXEN_TEST_HOST=0.0.0.0:4000 cargo nextest run
 ```
 
+### CLI Integration Tests
+
+There is a Python-based CLI test suite in `cli-test/`. Run it with:
+
+```
+just test-cli
+```
+
+Or manually:
+
+```bash
+cd cli-test && uv sync && uv run pytest tests -v
+```
+
 ## Pre-Commit Hook
 
 We use [pre-commit-hooks](https://github.com/pre-commit/pre-commit-hooks) to check for commit consistency.
@@ -287,6 +325,11 @@ and then install the precommits locally using
 pre-commit install
 ```
 
+You can also run pre-commit checks on all files via Just:
+```
+just pre-commit
+```
+
 # Oxen Server
 
 ## Structure
diff --git a/oxen-rust/cli-test/README.md b/oxen-rust/cli-test/README.md
index c637f3824..d37cc175a 100644
--- a/oxen-rust/cli-test/README.md
+++ b/oxen-rust/cli-test/README.md
@@ -23,7 +23,7 @@ oxen-server start
 
 Run all tests:
 ```bash
-uv run pytest tests
+uv run pytest tests   # or from the oxen-rust root: `just test-cli`
 ```
 
 Run specific test file:
diff --git a/oxen-rust/docs/dev/AddLibraryCode.md b/oxen-rust/docs/dev/AddLibraryCode.md
index 31daaa26d..d4ae7060b 100644
--- a/oxen-rust/docs/dev/AddLibraryCode.md
+++ b/oxen-rust/docs/dev/AddLibraryCode.md
@@ -95,13 +95,13 @@ Feel free to browse the rest of the RefReader class to see the implementation, b
 To run this specific unit test use the command
 
 ```shell
-cargo test test_ref_reader_list_branches
+cargo test test_ref_reader_list_branches   # or `just test-only test_ref_reader_list_branches`
 ```
 
 To run all unit tests to make sure you haven't broken anything in the process just run
 
 ```shell
-cargo test
+cargo test   # or `just test`
 ```
 
 If you want to see all the debug output for the commands you must set the `RUST_LOG` environment variable. In fish shell the an example command might look like
diff --git a/oxen-rust/docs/dev/IntegrateCLICode.md b/oxen-rust/docs/dev/IntegrateCLICode.md
index 90a18e7a1..feb145732 100644
--- a/oxen-rust/docs/dev/IntegrateCLICode.md
+++ b/oxen-rust/docs/dev/IntegrateCLICode.md
@@ -1,6 +1,6 @@
 # How to add a command to CLI
 
-Once you have written the library code from [this example](AddLibraryCode.md) it's time to integrate it into the CLI. The entry point for parsing command line arguments is in [src/cli/src/main.rs](https://github.com/Oxen-AI/Oxen/blob/main/src/cli/src/main.rs). 
+Once you have written the library code from [this example](AddLibraryCode.md) it's time to integrate it into the CLI. The entry point for parsing command line arguments is in [src/cli/src/main.rs](https://github.com/Oxen-AI/Oxen/blob/main/src/cli/src/main.rs).
 
 We use the [clap](https://docs.rs/clap/latest/clap/) library to parse the arguments.
 
@@ -63,7 +63,7 @@ pub fn set_remote(name: &str, url: &str) -> Result<(), OxenError> {
 }
 ```
 
-You can build with `cargo build` and run the CLI with `./target/debug/oxen config --set-remote <REMOTE> <URL>`.
+You can build with `cargo build` (`just build`) and run the CLI with `./target/debug/oxen config --set-remote <REMOTE> <URL>`.
 
 Tip: For developing it is nice to just have this debug oxen binary in your path so you can use it from anywhere. You can just make a symbolic link to wherever your system looks for binaries in your path.