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Pipeline run

10fe640e-fa44-45c3-98a7-dd271756ec8e

Pipeline LLM cost (USD)
API 1: $0.0066 API 2: $0.0000 API 3: $0.0000 Total: $0.0066

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
Nature of work · Database Administration / DBA
Run day-to-day operations for 80+ production PostgreSQL clusters: troubleshoot performance with EXPLAIN ANALYZE, tune VACUUM/autovacuum and server settings, execute zero-downtime schema migrations, manage backups/PITR, and handle on-call incidents and post-mortems.
""own day-to-day database operations, performance tuning, schema migrations, and on-call response""
Tech stack maturity
Modern Cloud Native
The skill set centers on Terraform, AWS RDS, S3, Datadog, Grafana, Vault, and PostgreSQL, which strongly indicates a cloud-native infrastructure and observability stack.
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 (43)
PostgreSQL PostgreSQL 14 PostgreSQL 15 Streaming Replication Logical Decoding Failover Orchestration EXPLAIN ANALYZE VACUUM Autovacuum pg_dump pg_basebackup WAL Archiving S3 Point-in-Time Recovery Liquibase Flyway Online ALTER TABLE Datadog pg_stat_statements auto_explain Grafana shared_buffers work_mem max_connections checkpoint_timeout +18
Skill cluster (7 dimension groups, role-scoped)
Relational Database Usage
PostgreSQL PostgreSQL 14 PostgreSQL 15
Observability and Incident Triage
Datadog Grafana
Cloud Platforms
S3
Configuration Management
Ansible
Infrastructure as Code
Terraform
Secrets and Identity Automation
HashiCorp Vault
Cross-cutting / unaligned
Streaming Replication Logical Decoding Failover Orchestration EXPLAIN ANALYZE VACUUM Autovacuum pg_dump pg_basebackup WAL Archiving Point-in-Time Recovery Liquibase Flyway Online ALTER TABLE pg_stat_statements auto_explain shared_buffers work_mem max_connections checkpoint_timeout OLTP Role-Based Access Control Row-Level Security Capacity Planning Storage Growth Forecasting Linux Ubuntu RHEL Shell Scripting PgBouncer Patroni repmgr pg_repack AWS RDS Aurora
Show KRA description ↓
Lead PostgreSQL DBA responsible for the operational health of 80+ production PostgreSQL clusters across our customer data platform. You will own day-to-day database operations, performance tuning, schema migrations, and on-call response. - Administer PostgreSQL 14/15 clusters, including streaming replication, logical decoding, and failover orchestration - Perform query plan analysis with EXPLAIN ANALYZE, tune indexes, optimize VACUUM and autovacuum parameters - Manage backup strategy: pg_dump, pg_basebackup, WAL archiving to S3, and point-in-time recovery rehearsals - Plan and execute schema migrations using Liquibase or Flyway with zero-downtime techniques (online ALTER TABLE) - Monitor PostgreSQL with Datadog, pg_stat_statements, auto_explain, and custom Grafana dashboards - Tune server parameters: shared_buffers, work_mem, max_connections, checkpoint_timeout for OLTP workloads - Implement role-based access control, row-level security, and integrate with HashiCorp Vault for secret rotation - Lead capacity planning, storage growth forecasting, and Postgres version upgrade roadmaps - Respond to on-call pages for database incidents, conduct root cause analysis, and write post-mortems - 6+ years administering production PostgreSQL at scale - Deep expertise in query optimization, replication, and backup/recovery on PostgreSQL - Strong Linux sysadmin skills (Ubuntu/RHEL), shell scripting - Experience with PgBouncer, Patroni, repmgr, pg_repack - Familiar with Terraform, Ansible, and AWS RDS/Aurora

Signals

Skill devops-engineer
0.14
Alias
KRA full-stack-engineer
0.57

Post-classification

Centroidupdated · n=41
Alias collision log
New-role queue
New skills captured33
New KRA captured

Captured for admin review

Streaming Replication primary DevOps Engineer pending
Logical Decoding primary DevOps Engineer pending
Failover Orchestration primary DevOps Engineer pending
EXPLAIN ANALYZE primary DevOps Engineer pending
VACUUM primary DevOps Engineer pending
Autovacuum primary DevOps Engineer pending
pg_dump primary DevOps Engineer pending
pg_basebackup primary DevOps Engineer pending
WAL Archiving primary DevOps Engineer pending
Point-in-Time Recovery primary DevOps Engineer pending
Liquibase primary DevOps Engineer pending
Flyway primary DevOps Engineer pending
Online ALTER TABLE primary DevOps Engineer pending
pg_stat_statements primary DevOps Engineer pending
auto_explain primary DevOps Engineer pending
shared_buffers primary DevOps Engineer pending
work_mem primary DevOps Engineer pending
max_connections primary DevOps Engineer pending
checkpoint_timeout primary DevOps Engineer pending
OLTP primary DevOps Engineer pending
Role-Based Access Control primary DevOps Engineer pending
Capacity Planning primary DevOps Engineer pending
Storage Growth Forecasting primary DevOps Engineer pending
Linux primary DevOps Engineer pending
Ubuntu primary DevOps Engineer pending
RHEL primary DevOps Engineer pending
Shell Scripting primary DevOps Engineer pending
PgBouncer primary DevOps Engineer pending
Patroni primary DevOps Engineer pending
repmgr primary DevOps Engineer pending
pg_repack primary DevOps Engineer pending
AWS RDS primary DevOps Engineer pending
Aurora primary DevOps Engineer pending
Status: extract_from_jd_done Created: 2026-05-21T17:51:12.359911Z Updated: 2026-05-21T17:51:14.046302Z
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

Job Title: PostgreSQL Database Administrator
Company: DataBank Holdings
Location: Hyderabad, India
Experience: 6+ years

About the Role:
Lead PostgreSQL DBA responsible for the operational health of 80+ production PostgreSQL clusters across our customer data platform. You will own day-to-day database operations, performance tuning, schema migrations, and on-call response.

Key Responsibilities:
- Administer PostgreSQL 14/15 clusters, including streaming replication, logical decoding, and failover orchestration
- Perform query plan analysis with EXPLAIN ANALYZE, tune indexes, optimize VACUUM and autovacuum parameters
- Manage backup strategy: pg_dump, pg_basebackup, WAL archiving to S3, and point-in-time recovery rehearsals
- Plan and execute schema migrations using Liquibase or Flyway with zero-downtime techniques (online ALTER TABLE)
- Monitor PostgreSQL with Datadog, pg_stat_statements, auto_explain, and custom Grafana dashboards
- Tune server parameters: shared_buffers, work_mem, max_connections, checkpoint_timeout for OLTP workloads
- Implement role-based access control, row-level security, and integrate with HashiCorp Vault for secret rotation
- Lead capacity planning, storage growth forecasting, and Postgres version upgrade roadmaps
- Respond to on-call pages for database incidents, conduct root cause analysis, and write post-mortems

Required Qualifications:
- 6+ years administering production PostgreSQL at scale
- Deep expertise in query optimization, replication, and backup/recovery on PostgreSQL
- Strong Linux sysadmin skills (Ubuntu/RHEL), shell scripting
- Experience with PgBouncer, Patroni, repmgr, pg_repack
- Familiar with Terraform, Ansible, and AWS RDS/Aurora

Skills from this JD

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

PostgreSQL Primary No API 2 row (run stopped after API 1 or history missing)
PostgreSQL 14 Primary No API 2 row (run stopped after API 1 or history missing)
PostgreSQL 15 Primary No API 2 row (run stopped after API 1 or history missing)
Streaming Replication Primary No API 2 row (run stopped after API 1 or history missing)
Logical Decoding Primary No API 2 row (run stopped after API 1 or history missing)
Failover Orchestration Primary No API 2 row (run stopped after API 1 or history missing)
EXPLAIN ANALYZE Primary No API 2 row (run stopped after API 1 or history missing)
VACUUM Primary No API 2 row (run stopped after API 1 or history missing)
Autovacuum Primary No API 2 row (run stopped after API 1 or history missing)
pg_dump Primary No API 2 row (run stopped after API 1 or history missing)
pg_basebackup Primary No API 2 row (run stopped after API 1 or history missing)
WAL Archiving Primary No API 2 row (run stopped after API 1 or history missing)
S3 Primary No API 2 row (run stopped after API 1 or history missing)
Point-in-Time Recovery Primary No API 2 row (run stopped after API 1 or history missing)
Liquibase Primary No API 2 row (run stopped after API 1 or history missing)
Flyway Primary No API 2 row (run stopped after API 1 or history missing)
Online ALTER TABLE 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)
pg_stat_statements Primary No API 2 row (run stopped after API 1 or history missing)
auto_explain 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)
shared_buffers Primary No API 2 row (run stopped after API 1 or history missing)
work_mem Primary No API 2 row (run stopped after API 1 or history missing)
max_connections Primary No API 2 row (run stopped after API 1 or history missing)
checkpoint_timeout Primary No API 2 row (run stopped after API 1 or history missing)
OLTP Primary No API 2 row (run stopped after API 1 or history missing)
Role-Based Access Control Primary No API 2 row (run stopped after API 1 or history missing)
Row-Level Security Primary No API 2 row (run stopped after API 1 or history missing)
HashiCorp Vault Primary No API 2 row (run stopped after API 1 or history missing)
Capacity Planning Primary No API 2 row (run stopped after API 1 or history missing)
Storage Growth Forecasting Primary No API 2 row (run stopped after API 1 or history missing)
Linux Primary No API 2 row (run stopped after API 1 or history missing)
Ubuntu Primary No API 2 row (run stopped after API 1 or history missing)
RHEL Primary No API 2 row (run stopped after API 1 or history missing)
Shell Scripting Primary No API 2 row (run stopped after API 1 or history missing)
PgBouncer Primary No API 2 row (run stopped after API 1 or history missing)
Patroni Primary No API 2 row (run stopped after API 1 or history missing)
repmgr Primary No API 2 row (run stopped after API 1 or history missing)
pg_repack 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)
Ansible Primary No API 2 row (run stopped after API 1 or history missing)
AWS RDS Primary No API 2 row (run stopped after API 1 or history missing)
Aurora Primary 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
RolePostgreSQL Database Administrator
CompanyDataBank Holdings
Experience6+ years
DomainIT Services & Consulting
Location Hyderabad, India
JD type pass
Show raw JSON
{
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  "about_company": null,
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      "source_marker": {
        "first_5_words": "Lead PostgreSQL DBA responsible for",
        "last_5_words": "and on-call response."
      },
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      "word_count": 40
    },
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        "first_5_words": "Administer PostgreSQL 14/15 clusters,",
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      },
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      },
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      "word_count": 63
    }
  ],
  "urls": []
}
API 1 — extract-from-jd click to toggle
{
  "final_skills": [
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      "is_primary": true,
      "skill_name": "PostgreSQL"
    },
    {
      "is_primary": true,
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    {
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    {
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    {
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    },
    {
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    },
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    },
    {
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      "skill_name": "max_connections"
    },
    {
      "is_primary": true,
      "skill_name": "checkpoint_timeout"
    },
    {
      "is_primary": true,
      "skill_name": "OLTP"
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    {
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    },
    {
      "is_primary": true,
      "skill_name": "Row-Level Security"
    },
    {
      "is_primary": true,
      "skill_name": "HashiCorp Vault"
    },
    {
      "is_primary": true,
      "skill_name": "Capacity Planning"
    },
    {
      "is_primary": true,
      "skill_name": "Storage Growth Forecasting"
    },
    {
      "is_primary": true,
      "skill_name": "Linux"
    },
    {
      "is_primary": true,
      "skill_name": "Ubuntu"
    },
    {
      "is_primary": true,
      "skill_name": "RHEL"
    },
    {
      "is_primary": true,
      "skill_name": "Shell Scripting"
    },
    {
      "is_primary": true,
      "skill_name": "PgBouncer"
    },
    {
      "is_primary": true,
      "skill_name": "Patroni"
    },
    {
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    },
    {
      "is_primary": true,
      "skill_name": "pg_repack"
    },
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    },
    {
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    {
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  "run_id": "10fe640e-fa44-45c3-98a7-dd271756ec8e",
  "stage3_signals": {
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    "alias_match_roles": [],
    "kra_match_roles": [
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          },
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        "total_count": null
      },
      {
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        "kra_matches": [
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            "similarity": 0.6239
          },
          {
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            "similarity": 0.563
          },
          {
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            "sentence": "You will own day-to-day database operations, performance tuning, schema migrations, and on-call response.",
            "similarity": 0.457
          }
        ],
        "matched_count": null,
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        "score": 0.548,
        "slug": "devops-engineer",
        "total_count": null
      },
      {
        "display_name": "Backend Developer",
        "kra_matches": [
          {
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            "sentence": "Respond to on-call pages for database incidents, conduct root cause analysis, and write post-mortems",
            "similarity": 0.628
          },
          {
            "kra_text": "Identifies and resolves backend performance bottlenecks through query optimization, indexing strategies, connection pooling, and distributed caching with Redis.",
            "sentence": "Deep expertise in query optimization, replication, and backup/recovery on PostgreSQL",
            "similarity": 0.5249
          },
          {
            "kra_text": "Writes database access logic including SQL queries, ORM mappings, stored procedures, and migration scripts for relational databases like PostgreSQL and MySQL.",
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            "similarity": 0.4907
          }
        ],
        "matched_count": null,
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        "role_id": 1,
        "score": 0.5479,
        "slug": "backend-engineer",
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      },
      {
        "display_name": "Cybersecurity Engineer",
        "kra_matches": [
          {
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            "similarity": 0.6006
          },
          {
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            "similarity": 0.5455
          },
          {
            "kra_text": "Leads security incident response investigations including forensic analysis, malware triage, containment actions, and post-incident remediation coordination.",
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        "matched_count": null,
        "matched_skills": null,
        "role_id": 5,
        "score": 0.5213,
        "slug": "cybersecurity-engineer",
        "total_count": null
      },
      {
        "display_name": "Cloud Architect",
        "kra_matches": [
          {
            "kra_text": "Designs backup policies, cross-region replication, and disaster recovery runbooks to meet defined RTO and RPO targets for critical workloads.",
            "sentence": "Manage backup strategy: pg_dump, pg_basebackup, WAL archiving to S3, and point-in-time recovery rehearsals",
            "similarity": 0.548
          },
          {
            "kra_text": "Defines cloud adoption roadmaps, lift-and-shift vs. refactor migration strategies, and landing zone architectures for workloads moving to AWS, Azure, or GCP.",
            "sentence": "Familiar with Terraform, Ansible, and AWS RDS/Aurora",
            "similarity": 0.4731
          },
          {
            "kra_text": "Defines cloud adoption roadmaps, lift-and-shift vs. refactor migration strategies, and landing zone architectures for workloads moving to AWS, Azure, or GCP.",
            "sentence": "Lead capacity planning, storage growth forecasting, and Postgres version upgrade roadmaps",
            "similarity": 0.462
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 9,
        "score": 0.4944,
        "slug": "cloud-architect",
        "total_count": null
      }
    ],
    "skill_match_roles": [
      {
        "display_name": "DevOps Engineer",
        "kra_matches": null,
        "matched_count": 6,
        "matched_skills": [
          "Ansible",
          "Datadog",
          "Grafana",
          "HashiCorp Vault",
          "S3",
          "Terraform"
        ],
        "role_id": 10,
        "score": 0.1395,
        "slug": "devops-engineer",
        "total_count": 43
      },
      {
        "display_name": "Cloud Architect",
        "kra_matches": null,
        "matched_count": 4,
        "matched_skills": [
          "Ansible",
          "Datadog",
          "Grafana",
          "Terraform"
        ],
        "role_id": 9,
        "score": 0.093,
        "slug": "cloud-architect",
        "total_count": 43
      },
      {
        "display_name": "Backend Developer",
        "kra_matches": null,
        "matched_count": 3,
        "matched_skills": [
          "Grafana",
          "PostgreSQL",
          "S3"
        ],
        "role_id": 1,
        "score": 0.0698,
        "slug": "backend-engineer",
        "total_count": 43
      },
      {
        "display_name": "ML Engineer",
        "kra_matches": null,
        "matched_count": 2,
        "matched_skills": [
          "S3",
          "Terraform"
        ],
        "role_id": 3,
        "score": 0.0465,
        "slug": "ml-engineer",
        "total_count": 43
      },
      {
        "display_name": "Data Engineer",
        "kra_matches": null,
        "matched_count": 2,
        "matched_skills": [
          "Row-level security",
          "S3"
        ],
        "role_id": 2,
        "score": 0.0465,
        "slug": "data-engineer",
        "total_count": 43
      }
    ]
  },
  "stage4_decision": {
    "alias_collision_detected": false,
    "case": "F",
    "chosen_role": {
      "display_name": "DevOps Engineer",
      "kra_matches": null,
      "matched_count": null,
      "matched_skills": null,
      "role_id": 10,
      "score": 0.548,
      "slug": "devops-engineer",
      "total_count": null
    },
    "confidence": 0.95,
    "is_new_role": false,
    "llm2_fired": true,
    "llm2_reasoning": "The JD centers on operational database administration, performance tuning, backups, monitoring, and on-call responsibilities, which align closely with a DevOps Engineer\u2019s core duties.",
    "new_role_display_name": null,
    "new_role_slug": null,
    "queued": false,
    "reasoning": "LLM2 picked devops-engineer (confidence 0.95)"
  },
  "stage5_updates": {
    "centroid_n_after": 41,
    "centroid_updated": true,
    "collision_log_id": null,
    "new_kra_attached": null,
    "new_skills_attached": [
      {
        "is_primary": true,
        "queue_id": 2154,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Streaming Replication",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2155,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Logical Decoding",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2156,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Failover Orchestration",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2157,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "EXPLAIN ANALYZE",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2158,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "VACUUM",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2159,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Autovacuum",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2160,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "pg_dump",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2161,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "pg_basebackup",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2162,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "WAL Archiving",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2163,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Point-in-Time Recovery",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2164,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Liquibase",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2165,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Flyway",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2166,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Online ALTER TABLE",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2167,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "pg_stat_statements",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2168,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "auto_explain",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2169,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "shared_buffers",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2170,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "work_mem",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2171,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "max_connections",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2172,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "checkpoint_timeout",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2173,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "OLTP",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2174,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Role-Based Access Control",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2175,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Capacity Planning",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2176,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Storage Growth Forecasting",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2177,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Linux",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2178,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Ubuntu",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2179,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "RHEL",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2180,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Shell Scripting",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2181,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "PgBouncer",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2182,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Patroni",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2183,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "repmgr",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2184,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "pg_repack",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2185,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "AWS RDS",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2186,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Aurora",
        "status": "pending"
      }
    ],
    "queue_entry_id": null,
    "v3_pipeline_triggered": false,
    "v3_role_slug": null,
    "v3_run_id": 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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