Use Jev for resume screening

curl -sS https://router.flatkey.ai/api/alpha/decisions \
  -H "Authorization: Bearer $FLATKEY_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "model": "typesafe/jev-1.13",
  "state": "Role: Senior Backend Engineer. Must-haves: 5+ years backend, Go, PostgreSQL, on-call experience.\n\nResume: 7 years backend engineering at a payments company. Go and Python microservices. Led the migration from MySQL to PostgreSQL. On-call rotation lead for two years. BSc Computer Science.",
  "questions": {
    "requirement_fit": {
      "type": "score",
      "instructions": "How well does the resume meet the role'\''s stated must-have requirements?",
      "criteria": [
        "missing_must_haves",
        "partial",
        "meets",
        "exceeds"
      ]
    },
    "role_family": {
      "type": "choice",
      "instructions": "Which role family does this experience match best?",
      "criteria": {
        "backend": "Server-side services, APIs, databases",
        "frontend": "Web or mobile user interfaces",
        "data": "Analytics, data engineering or machine learning",
        "devops": "Infrastructure, CI/CD, reliability",
        "other": "None of these"
      }
    },
    "needs_human": {
      "type": "noul",
      "instructions": "The resume has a career change, employment gap or non-standard format where an automated read is likely to miss relevant experience."
    }
  }
}'

// Node.js 18+ (built-in fetch). Run: FLATKEY_API_KEY=... node jev.mjs
const body = {
  "model": "typesafe/jev-1.13",
  "state": "Role: Senior Backend Engineer. Must-haves: 5+ years backend, Go, PostgreSQL, on-call experience.\n\nResume: 7 years backend engineering at a payments company. Go and Python microservices. Led the migration from MySQL to PostgreSQL. On-call rotation lead for two years. BSc Computer Science.",
  "questions": {
    "requirement_fit": {
      "type": "score",
      "instructions": "How well does the resume meet the role's stated must-have requirements?",
      "criteria": [
        "missing_must_haves",
        "partial",
        "meets",
        "exceeds"
      ]
    },
    "role_family": {
      "type": "choice",
      "instructions": "Which role family does this experience match best?",
      "criteria": {
        "backend": "Server-side services, APIs, databases",
        "frontend": "Web or mobile user interfaces",
        "data": "Analytics, data engineering or machine learning",
        "devops": "Infrastructure, CI/CD, reliability",
        "other": "None of these"
      }
    },
    "needs_human": {
      "type": "noul",
      "instructions": "The resume has a career change, employment gap or non-standard format where an automated read is likely to miss relevant experience."
    }
  }
};

const res = await fetch("https://router.flatkey.ai/api/alpha/decisions", {
  method: "POST",
  headers: {
    Authorization: `Bearer ${process.env.FLATKEY_API_KEY}`,
    "Content-Type": "application/json",
  },
  body: JSON.stringify(body),
});
if (!res.ok) throw new Error(`Jev request failed: ${res.status} ${await res.text()}`);
const { answers, usage } = await res.json();
console.log(JSON.stringify(answers, null, 2), usage);

# Python 3.8+ (pip install requests). Run: FLATKEY_API_KEY=... python jev.py
import json, os, requests

body = json.loads(r"""{
  "model": "typesafe/jev-1.13",
  "state": "Role: Senior Backend Engineer. Must-haves: 5+ years backend, Go, PostgreSQL, on-call experience.\n\nResume: 7 years backend engineering at a payments company. Go and Python microservices. Led the migration from MySQL to PostgreSQL. On-call rotation lead for two years. BSc Computer Science.",
  "questions": {
    "requirement_fit": {
      "type": "score",
      "instructions": "How well does the resume meet the role's stated must-have requirements?",
      "criteria": [
        "missing_must_haves",
        "partial",
        "meets",
        "exceeds"
      ]
    },
    "role_family": {
      "type": "choice",
      "instructions": "Which role family does this experience match best?",
      "criteria": {
        "backend": "Server-side services, APIs, databases",
        "frontend": "Web or mobile user interfaces",
        "data": "Analytics, data engineering or machine learning",
        "devops": "Infrastructure, CI/CD, reliability",
        "other": "None of these"
      }
    },
    "needs_human": {
      "type": "noul",
      "instructions": "The resume has a career change, employment gap or non-standard format where an automated read is likely to miss relevant experience."
    }
  }
}""")

res = requests.post(
    "https://router.flatkey.ai/api/alpha/decisions",
    headers={"Authorization": f"Bearer {os.environ['FLATKEY_API_KEY']}"},
    json=body,
    timeout=60,
)
res.raise_for_status()
data = res.json()
print(json.dumps(data["answers"], indent=2), data.get("usage"))

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