{
  "id": "uc_2026_000134",
  "slug": "rohlik-group-agent-mostly-engineering",
  "title": "How much of Rohlik Group's code is written by AI agents?",
  "answer": "Rohlik Group, an online grocer in five countries, describes its engineering organization as \"agent-mostly.\" Cognition reports about 90% of code is agent-generated, with agents in planning, code generation, code review, and incident response.",
  "industry": "consumer-retail",
  "sub_industry": "Online grocery (Europe)",
  "roles": [
    "software-engineering"
  ],
  "function": "it",
  "tasks": [
    "code-generation",
    "code-review",
    "incident-response"
  ],
  "agent_pattern": "multi-agent",
  "autonomy_level": 3,
  "tools": [
    {
      "name": "Devin",
      "vendor": "Cognition",
      "url": null,
      "affiliate": false
    }
  ],
  "deployment_status": "production",
  "organization": {
    "name": "Rohlik Group",
    "type": "online grocery company",
    "named": true
  },
  "outcomes": [
    {
      "metric": "agent-generated code",
      "value": "about 90%",
      "source_ref": 1,
      "self_reported": true
    }
  ],
  "sources": [
    {
      "url": "https://devin.ai/customers/rohlikgroup",
      "publisher": "Cognition (Devin)",
      "title": "Rohlik Group and Devin",
      "published": null,
      "type": "vendor-customer-story",
      "quote": "About 90% of code is agent-generated, and agents operate in every step of the SDLC: planning, code generation, code review, and incident response.",
      "independent": false,
      "accessed": "2026-10-17",
      "ref": 1
    }
  ],
  "how_it_works": [
    "Agents operate in every SDLC step: planning, coding, review, incident response.",
    "Engineers supervise agents."
  ],
  "risks_compliance": [
    "Agent-written code requires human review and testing",
    "Vendor-published results; not independently audited"
  ],
  "medtech_relevance": null,
  "notes": [],
  "models": [],
  "integrations": [],
  "related": [],
  "first_seen": "2026-10-17",
  "last_verified": "2026-10-17",
  "sponsored": false,
  "license": "CC BY 4.0 (summary text); quotes and sources belong to their owners",
  "evidence_grade": "B",
  "grade_rationale": "Named organization with a quantified outcome from the vendor or the organization itself (self-reported).",
  "verification": {
    "checked": "2026-10-17",
    "checker": "pipeline.verify (quote match + outcome-number match)",
    "methods": [
      "auto:fetch"
    ],
    "quotes_matched": 1,
    "quotes_total": 1,
    "claims_matched": 1,
    "claims_total": 1,
    "passed": true
  },
  "url": "https://agentcasefile.com/cases/rohlik-group-agent-mostly-engineering/",
  "industry_label": "Consumer Products & Retail",
  "role_labels": [
    "Software Engineering"
  ],
  "vertical": null
}