The workflow

Membl is for teams that already use coding agents and need the surrounding system to stay legible. Sweetgrass keeps project work visible, Lantern makes local agent sessions repeatable, and Marsh verifies agent-authored changes through self-hosted GitHub Actions runners.

agentic development loop:
  plan    Sweetgrass  project boards, dashboards, agents, PR context
  run     Lantern     local agent squads, worktrees, terminal panes
  verify  Marsh       self-hosted GitHub Actions runners and cache

personal recall:
  find    Quill       words, meaning, connections, and source evidence

Sweetgrass

Sweetgrass is the visual project planning and coordination layer. Use it when agent work needs a board, multi-project dashboard, GitOps actions, memory context, agent assignments, and PR status in one browser surface.

npm install -g sweetgrass
bead-kanban

Lantern

Lantern is the local runtime for agent sessions. It launches repeatable workspaces, manages git worktrees and terminal panes, records audit state, and gives a developer a consistent way to run multiple coding agents without losing track of the work.

install Lantern from its GitHub repo
lantern doctor

Marsh

Marsh is the CI layer for teams that want GitHub Actions jobs to run on their own infrastructure. GitHub remains the queue and source of truth while Marsh runs isolated, single-use runners with local cache infrastructure.

git clone <marsh-repo-url>
cd Marsh
make verify

Quill · Coming soon

Quill is personal search for the decisions, moments, people, and projects you remember without remembering where the source lives. It is a commercial product in development, not an installable open-source tool today.