THE WORKBENCH / DEVELOPER TOOLS

Less busywork.
More building.

Review the change. Find the context. Plan the next operation. Focused tools for the work around your code, with Python underneath.

Self-hostedOpen sourceBuilt for real workflows

01 / STANDALONE

Ready for your workflow.

Install, connect, get to work.

mr-review

SELF-HOSTED APP

Code review, with you in control.

AI-assisted reviews for GitLab, GitHub, Gitea, Forgejo and Bitbucket. A four-stage review and a web UI, with every comment approved by you before it is posted.

Claude & OpenAICompatible modelsHuman approval

Explore mr-review GitHub

Python 3.12 backendDocker · images on GHCR

mattermind

v0.1.1

Your workspace has the answer.

Ask your Mattermost workspace questions in plain language. An agentic loop searches conversations and cites every claim with a permalink, so you can follow the answer back to its source.

Full-text searchChat TUIJSON output

Explore mattermind GitHub

Python 3.12+uv tool install mattermind

02 / FROM THE LIBRARIES

A library. And a tool in its own right.

For scripts, CronJobs, and the command line.

pg-partsmith / CLI

PARTITION OPERATIONS

planapplyvalidatebackfill

A YAML document.
A plan you can read before it runs.

pg-partsmith CLI

v1.5.0

Plan, apply, validate and backfill PostgreSQL partitions from a YAML document. Exit codes a CronJob can read, plus a container image for stacks with no Python in them.

Python 3.11+Library + CLI + container

INSTALLpip install "pg-partsmith[cli]"

Read the CLI guide GitHub

Container: ghcr.io/bedrock-python/pg-partsmith

Building inside your application?Explore the Python libraries behind the tools.