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Pipeline run

fe569029-9428-49fb-84ad-98d9982107c8

Pipeline LLM cost (USD)

API 1: $0.0034 API 2: $0.0000 API 3: $0.0000 Total: $0.0034

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description

SPARSE JD

Nature of work

—

no_db_connection

Tech stack maturity

Mainstream Modern

AI index (0 = no AI use, 5 = totally AI-dependent · v2.1)

0.00 / 5

· Title match

· Has AI skill

· AI skill (primary)

· AI skill (secondary)

· On AI team

· Builds AI products

vocab breakdown (legacy)

Assistants (×1): —

Frameworks (×2): —

Models / concepts (×3): —

Evidence — skills matched in JD (22)

Kubernetes Helm Istio Argo CD Terraform Pulumi AWS EKS GCP GKE Prometheus Grafana Datadog OpenTelemetry Vault Cilium Fluentd Loki Karpenter Crossplane Backstage Go Python Bash

Skill cluster (0 dimension groups, role-scoped)

No dimension groups computed for this JD.

Status: extract_from_jd_done Created: 2026-05-24T22:59:02.600327Z Updated: 2026-05-24T22:59:02.815567Z

Flow Current 3-step pipeline

1 POST /skills/extract-from-jd

2 POST /skills/extract-details

3 POST /skills/final-role-output

Role Chosen role & resolution

No chosen role stored for this run.

Job description

Tech stack:
Kubernetes, Helm, Istio, ArgoCD, Terraform, Pulumi, AWS EKS, GCP GKE, Prometheus, Grafana, Datadog, OpenTelemetry, Vault, Cilium, Fluentd, Loki, Karpenter, Crossplane, Backstage.

Nice to have:
Go, Python, Bash. Previous SRE / Platform Engineering experience.

Skills from this JD

Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.

Kubernetes Primary No API 2 row (run stopped after API 1 or history missing)

Helm Primary No API 2 row (run stopped after API 1 or history missing)

Istio Primary No API 2 row (run stopped after API 1 or history missing)

Argo CD Primary No API 2 row (run stopped after API 1 or history missing)

Terraform Primary No API 2 row (run stopped after API 1 or history missing)

Pulumi Primary No API 2 row (run stopped after API 1 or history missing)

AWS EKS Primary No API 2 row (run stopped after API 1 or history missing)

GCP GKE Primary No API 2 row (run stopped after API 1 or history missing)

Prometheus Primary No API 2 row (run stopped after API 1 or history missing)

Grafana Primary No API 2 row (run stopped after API 1 or history missing)

Datadog Primary No API 2 row (run stopped after API 1 or history missing)

OpenTelemetry Primary No API 2 row (run stopped after API 1 or history missing)

Vault Primary No API 2 row (run stopped after API 1 or history missing)

Cilium Primary No API 2 row (run stopped after API 1 or history missing)

Fluentd Primary No API 2 row (run stopped after API 1 or history missing)

Loki Primary No API 2 row (run stopped after API 1 or history missing)

Karpenter Primary No API 2 row (run stopped after API 1 or history missing)

Crossplane Primary No API 2 row (run stopped after API 1 or history missing)

Backstage Primary No API 2 row (run stopped after API 1 or history missing)

Go Secondary No API 2 row (run stopped after API 1 or history missing)

Python Secondary No API 2 row (run stopped after API 1 or history missing)

Bash Secondary No API 2 row (run stopped after API 1 or history missing)

Library artifacts (this run)

No artifact rows for this run.

nano JD Parser — gpt-4.1-nano click to toggle

JD type fail

Show raw JSON

{
  "JD_type": "fail",
  "archetype_override_applied": true,
  "archetype_override_matched_skills": [
    "Python",
    "EKS",
    "Helm",
    "Bash",
    "AWS",
    "GCP",
    "Prometheus",
    "Datadog",
    "OpenTelemetry",
    "Istio",
    "Cilium",
    "Grafana",
    "Kubernetes",
    "Terraform",
    "Pulumi"
  ],
  "role_archetype": "Engineering"
}

API 1 — extract-from-jd click to toggle

{
  "final_skills": [
    {
      "is_primary": true,
      "skill_name": "Kubernetes"
    },
    {
      "is_primary": true,
      "skill_name": "Helm"
    },
    {
      "is_primary": true,
      "skill_name": "Istio"
    },
    {
      "is_primary": true,
      "skill_name": "Argo CD"
    },
    {
      "is_primary": true,
      "skill_name": "Terraform"
    },
    {
      "is_primary": true,
      "skill_name": "Pulumi"
    },
    {
      "is_primary": true,
      "skill_name": "AWS EKS"
    },
    {
      "is_primary": true,
      "skill_name": "GCP GKE"
    },
    {
      "is_primary": true,
      "skill_name": "Prometheus"
    },
    {
      "is_primary": true,
      "skill_name": "Grafana"
    },
    {
      "is_primary": true,
      "skill_name": "Datadog"
    },
    {
      "is_primary": true,
      "skill_name": "OpenTelemetry"
    },
    {
      "is_primary": true,
      "skill_name": "Vault"
    },
    {
      "is_primary": true,
      "skill_name": "Cilium"
    },
    {
      "is_primary": true,
      "skill_name": "Fluentd"
    },
    {
      "is_primary": true,
      "skill_name": "Loki"
    },
    {
      "is_primary": true,
      "skill_name": "Karpenter"
    },
    {
      "is_primary": true,
      "skill_name": "Crossplane"
    },
    {
      "is_primary": true,
      "skill_name": "Backstage"
    },
    {
      "is_primary": false,
      "skill_name": "Go"
    },
    {
      "is_primary": false,
      "skill_name": "Python"
    },
    {
      "is_primary": false,
      "skill_name": "Bash"
    }
  ],
  "jd_role": null,
  "nano_parsed": {
    "JD_type": "fail",
    "archetype_override_applied": true,
    "archetype_override_matched_skills": [
      "Python",
      "EKS",
      "Helm",
      "Bash",
      "AWS",
      "GCP",
      "Prometheus",
      "Datadog",
      "OpenTelemetry",
      "Istio",
      "Cilium",
      "Grafana",
      "Kubernetes",
      "Terraform",
      "Pulumi"
    ],
    "role_archetype": "Engineering"
  },
  "rejected": false,
  "rejection_reason": null,
  "run_id": "fe569029-9428-49fb-84ad-98d9982107c8",
  "stage3_signals": null,
  "stage4_decision": null,
  "stage5_updates": null
}

API 2 — extract-details

{}

API 3 — final-role-output

{}

LLM Calls

Every model call made for this run, in pipeline order. Click a card to see the model's response.

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