# AI-First Engineering

Engineering operating model for teams where AI agents generate a large share of implementation output. Role redefinition and workflow patterns.

## Manifest

```json
{
  "name": "AI-First Engineering",
  "description": "Engineering operating model for teams where AI agents generate a large share of implementation output. Role redefinition and workflow patterns.",
  "source_url": "https://github.com/affaan-m/everything-claude-code/tree/main/skills/ai-first-engineering",
  "source_pin": null,
  "manifest_hash": "41239a1d15ef590e",
  "risk_tier": "low"
}
```

## SBOM

```json
null
```