Agent factory · Setup

One setup, one workflow, one evidence-gated finish¶

ai-dlc pins every machine to one profile and gives agents one workflow in Claude Code or Codex. It closes a ticket only when the merged commit has a passing CI receipt.

Get started Suite overview

See it work¶

The work recording in the hero takes one reviewed record from work start to a closed ticket. GitHub and its CI are a local stand-in that speaks the provider contract. The gates check a real local merge and the receipt project check wrote.

What it looks like¶

The workflow plugin's skills, as Claude Code lists them, and the checks a project requires:

Where it sits¶

ai-dlc does not run agents in the cloud or judge harnesses. hangar renders and runs sandboxes, flightdeck evaluates, and ai-dlc authors the one optional plugin they pin. Read more in the hangar docs, the flightdeck docs and the example team harness, which pins this plugin (how to pin it).

Use cases¶

• A new engineer is productive on day one. They enroll their laptop from the team's profile at a reviewed tag. They get everyone's runtimes, Claude Code and Codex settings and named credentials, with their own paths and accounts. machine status shows what drifted later.
• An agent cannot declare victory early. A developer and their agent take an issue through work start and work pr; work finish refuses until the PR is merged into the target branch and that merge commit has a passing CI receipt, then closes the issue.
• A team measures whether its workflow helps. The maintainer publishes the workflow plugin into the team harness, off in stable and on in candidate. flightdeck compares agent runs with and without it.

Quickstart¶

Needs git and curl on macOS or Linux (native Windows is not supported yet). These commands take a fresh machine to a project whose required checks pass.

git clone https://github.com/Sean-Koval/ai-dlc.git
cd ai-dlc
sh scripts/bootstrap.sh --source
export PATH="$HOME/.local/share/ai-dlc/bootstrap/bin:$PATH"
ai-dlc project init ~/demo-app
cd ~/demo-app
git init -q
ai-dlc project setup --root .
git add -A
git commit -qm "chore: initialize with ai-dlc"
ai-dlc project check --required

Get started covers existing work repositories and contributing; Configure a project covers GitHub and profiles.

Features¶

Read next¶