At Scale

March 17, 2026 · View on GitHub

AgentRC — prime your repositories for AI-assisted development.

Everything that works on one repo also works on hundreds. AgentRC supports batch processing across GitHub organizations and Azure DevOps projects.

Batch processing

Generate instructions and configs for multiple repos in one pass:

# Interactive TUI — select repos from your org
npx github:microsoft/agentrc batch

# Headless — GitHub repos
npx github:microsoft/agentrc batch owner/repo1 owner/repo2

# Headless — Azure DevOps repos
npx github:microsoft/agentrc batch org/project/repo1 org/project/repo2 --provider azure

Repos can also be piped via stdin (one per line):

gh repo list my-org --json nameWithOwner -q '.[].nameWithOwner' \
  | npx github:microsoft/agentrc batch

Options

Flag	Default	Description
`--output <path>`		Write results JSON
`--provider <p>`	`github`	`github` or `azure`
`--model <name>`	`claude-sonnet-4.6`	Model for generation
`--branch <name>`		Branch name for PRs

Consolidated readiness

Get a single readiness report across all repos in your org:

npx github:microsoft/agentrc batch-readiness --output team.html

The HTML report shows per-repo scores, trends, and which repos need attention.

Flag	Default	Description
`--output <path>`		Write HTML report
`--policy <sources>`		Comma-separated policy paths or npm packages

Automated PRs

Clone a repo, generate configs, and open a PR — all in one command:

# GitHub
npx github:microsoft/agentrc pr owner/repo-name

# Azure DevOps
npx github:microsoft/agentrc pr org/project/repo --provider azure

Flag	Default	Description
`--branch <name>`	`agentrc/add-ai-config`	Branch name
`--provider <p>`		`github` or `azure`
`--model <name>`	`claude-sonnet-4.6`	Model for generation

Authentication

Provider	Required env var
GitHub	`GITHUB_TOKEN` or `GH_TOKEN`, or `gh` CLI logged in
Azure DevOps	`AZURE_DEVOPS_PAT` or `AZDO_PAT`

Repo format

Provider	Format	Example
GitHub	`owner/repo`	`microsoft/agentrc`
Azure DevOps	`org/project/repo`	`contoso/platform/backend`

Next steps

Policies — enforce org-specific standards across all repos
CI Integration — add readiness gates to every repo's pipeline
Commands — full CLI reference for batch, batch-readiness, and pr