Pipeline run
9684dec3-ff6c-407d-a11c-3fe8e7f8d265
Pipeline LLM cost (USD)
API 1: $0.0062
API 2: $0.0000
API 3: $0.0000
Total: $0.0062
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA descriptionNature of work
· Database Administration
Owns daily ops for 80+ production PostgreSQL clusters: performance tuning, schema migrations, backup/PITR rehearsals, monitoring, and on-call incident response, plus replication/failover and capacity planning.
""own day-to-day database operations, performance tuning, schema migrations, and on-call response""
Tech stack maturity
Modern Cloud Native
The stack centers on Terraform, AWS RDS, S3, Vault, Datadog, and Grafana, which are characteristic of a modern cloud-native DevOps environment with infrastructure as code and managed cloud services.
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 (37)
PostgreSQL
Streaming Replication
Logical Decoding
EXPLAIN ANALYZE
VACUUM
Autovacuum
pg_dump
pg_basebackup
WAL Archiving
S3
Point-in-Time Recovery
Liquibase
Flyway
Datadog
pg_stat_statements
auto_explain
Grafana
shared_buffers
work_mem
max_connections
checkpoint_timeout
OLTP
Role-Based Access Control
Row-Level Security
HashiCorp Vault
+12
Skill cluster (7 dimension groups, role-scoped)
Observability and Incident Triage
Datadog
Grafana
Cloud Platforms
S3
Configuration Management
Ansible
Infrastructure as Code
Terraform
Relational Database Usage
PostgreSQL
Secrets and Identity Automation
HashiCorp Vault
Cross-cutting / unaligned
Streaming Replication
Logical Decoding
EXPLAIN ANALYZE
VACUUM
Autovacuum
pg_dump
pg_basebackup
WAL Archiving
Point-in-Time Recovery
Liquibase
Flyway
pg_stat_statements
auto_explain
shared_buffers
work_mem
max_connections
checkpoint_timeout
OLTP
Role-Based Access Control
Row-Level Security
Linux
Ubuntu
RHEL
Shell Scripting
PgBouncer
Patroni
repmgr
pg_repack
AWS RDS
Amazon 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
0.16
Alias
—
—
KRA
full-stack-engineer
0.57
Post-classification
Centroidupdated · n=38
Alias collision log—
New-role queue—
New skills captured29
New KRA captured—
Captured for admin review
Streaming Replication
primary
↔
DevOps Engineer
pending
Logical Decoding
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
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
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
Amazon Aurora
primary
↔
DevOps Engineer
pending
Status:
extract_from_jd_done
Created: 2026-05-21T17:42:27.189279Z
Updated: 2026-05-21T17:42:28.788527Z
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)
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)
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)
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)
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)
Amazon 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
{
"JD_type": "pass",
"about_company": null,
"certifications": [],
"company_name": "DataBank Holdings",
"ctc": null,
"domain": {
"primary": {
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"ITES",
"BPO"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [],
"experience": {
"max": null,
"min": 6,
"raw": "6+ years"
},
"job_locations": [
{
"aliases": [
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],
"city": "Hyderabad",
"country": "India",
"state": null,
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}
],
"role": "PostgreSQL Database Administrator",
"role_aliases": [
"PostgreSQL DBA",
"Database Administrator",
"DBA"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 0,
"heading": "About the Role",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Lead PostgreSQL DBA responsible for",
"last_5_words": "and on-call response."
},
"text": "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.",
"word_count": 40
},
{
"bullet_count": 9,
"heading": "Key Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Administer PostgreSQL 14/15 clusters,",
"last_5_words": "and write post-mortems"
},
"text": "- Administer PostgreSQL 14/15 clusters, including streaming replication, logical decoding, and failover orchestration\n- Perform query plan analysis with EXPLAIN ANALYZE, tune indexes, optimize VACUUM and autovacuum parameters\n- Manage backup strategy: pg_dump, pg_basebackup, WAL archiving to S3, and point-in-time recovery rehearsals\n- Plan and execute schema migrations using Liquibase or Flyway with zero-downtime techniques (online ALTER TABLE)\n- Monitor PostgreSQL with Datadog, pg_stat_statements, auto_explain, and custom Grafana dashboards\n- Tune server parameters: shared_buffers, work_mem, max_connections, checkpoint_timeout for OLTP workloads\n- Implement role-based access control, row-level security, and integrate with HashiCorp Vault for secret rotation\n- Lead capacity planning, storage growth forecasting, and Postgres version upgrade roadmaps\n- Respond to on-call pages for database incidents, conduct root cause analysis, and write post-mortems",
"word_count": 164
},
{
"bullet_count": 5,
"heading": "Required Qualifications",
"heading_was_present": true,
"source_marker": {
"first_5_words": "6+ years administering production PostgreSQL",
"last_5_words": "Terraform, Ansible, and AWS RDS/Aurora"
},
"text": "- 6+ years administering production PostgreSQL at scale\n- Deep expertise in query optimization, replication, and backup/recovery on PostgreSQL\n- Strong Linux sysadmin skills (Ubuntu/RHEL), shell scripting\n- Experience with PgBouncer, Patroni, repmgr, pg_repack\n- Familiar with Terraform, Ansible, and AWS RDS/Aurora",
"word_count": 56
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "PostgreSQL"
},
{
"is_primary": true,
"skill_name": "Streaming Replication"
},
{
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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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},
{
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"skill_name": "S3"
},
{
"is_primary": true,
"skill_name": "Point-in-Time Recovery"
},
{
"is_primary": true,
"skill_name": "Liquibase"
},
{
"is_primary": true,
"skill_name": "Flyway"
},
{
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},
{
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},
{
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},
{
"is_primary": true,
"skill_name": "Grafana"
},
{
"is_primary": true,
"skill_name": "shared_buffers"
},
{
"is_primary": true,
"skill_name": "work_mem"
},
{
"is_primary": true,
"skill_name": "max_connections"
},
{
"is_primary": true,
"skill_name": "checkpoint_timeout"
},
{
"is_primary": true,
"skill_name": "OLTP"
},
{
"is_primary": true,
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},
{
"is_primary": true,
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},
{
"is_primary": true,
"skill_name": "HashiCorp Vault"
},
{
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},
{
"is_primary": true,
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},
{
"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"
},
{
"is_primary": true,
"skill_name": "repmgr"
},
{
"is_primary": true,
"skill_name": "pg_repack"
},
{
"is_primary": true,
"skill_name": "Terraform"
},
{
"is_primary": true,
"skill_name": "Ansible"
},
{
"is_primary": true,
"skill_name": "AWS RDS"
},
{
"is_primary": true,
"skill_name": "Amazon Aurora"
}
],
"jd_role": {
"display_name": "PostgreSQL Database Administrator",
"rationale": null,
"role_aliases": [
"PostgreSQL DBA",
"Database Administrator",
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],
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"nano_parsed": {
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"run_id": "9684dec3-ff6c-407d-a11c-3fe8e7f8d265",
"stage3_signals": {
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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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},
{
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}
],
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},
{
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{
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"similarity": 0.628
},
{
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"similarity": 0.5248
},
{
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"sentence": "Lead PostgreSQL DBA responsible for the operational health of 80+ production PostgreSQL clusters across our customer data platform.",
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}
],
"matched_count": null,
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},
{
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"kra_matches": [
{
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"sentence": "Respond to on-call pages for database incidents, conduct root cause analysis, and write post-mortems",
"similarity": 0.6006
},
{
"kra_text": "Reviews and enforces access control policies, privilege escalation procedures, role-based access control, and identity governance workflows.",
"sentence": "Implement role-based access control, row-level security, and integrate with HashiCorp Vault for secret rotation",
"similarity": 0.5455
},
{
"kra_text": "Leads security incident response investigations including forensic analysis, malware triage, containment actions, and post-incident remediation coordination.",
"sentence": "You will own day-to-day database operations, performance tuning, schema migrations, and on-call response.",
"similarity": 0.4177
}
],
"matched_count": null,
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"slug": "cybersecurity-engineer",
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},
{
"display_name": "Cloud Architect",
"kra_matches": [
{
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"similarity": 0.548
},
{
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"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": 0.4621
}
],
"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",
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"matched_count": 6,
"matched_skills": [
"Ansible",
"Datadog",
"Grafana",
"HashiCorp Vault",
"S3",
"Terraform"
],
"role_id": 10,
"score": 0.1622,
"slug": "devops-engineer",
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},
{
"display_name": "Cloud Architect",
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"matched_count": 4,
"matched_skills": [
"Ansible",
"Datadog",
"Grafana",
"Terraform"
],
"role_id": 9,
"score": 0.1081,
"slug": "cloud-architect",
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},
{
"display_name": "Backend Developer",
"kra_matches": null,
"matched_count": 3,
"matched_skills": [
"Grafana",
"PostgreSQL",
"S3"
],
"role_id": 1,
"score": 0.0811,
"slug": "backend-engineer",
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},
{
"display_name": "ML Engineer",
"kra_matches": null,
"matched_count": 2,
"matched_skills": [
"S3",
"Terraform"
],
"role_id": 3,
"score": 0.0541,
"slug": "ml-engineer",
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},
{
"display_name": "Data Engineer",
"kra_matches": null,
"matched_count": 2,
"matched_skills": [
"Row-level security",
"S3"
],
"role_id": 2,
"score": 0.0541,
"slug": "data-engineer",
"total_count": 37
}
]
},
"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": 0.92,
"is_new_role": false,
"llm2_fired": true,
"llm2_reasoning": "The role requires deep expertise in PostgreSQL operations, performance tuning, replication, backup/recovery and on-call incident response, which aligns closely with a DevOps Engineer\u2019s responsibilities rather than a Fullstack Developer\u2019s.",
"new_role_display_name": null,
"new_role_slug": null,
"queued": false,
"reasoning": "LLM2 picked devops-engineer (confidence 0.92)"
},
"stage5_updates": {
"centroid_n_after": 38,
"centroid_updated": true,
"collision_log_id": null,
"new_kra_attached": null,
"new_skills_attached": [
{
"is_primary": true,
"queue_id": 1974,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Streaming Replication",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1975,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Logical Decoding",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1976,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "EXPLAIN ANALYZE",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1977,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "VACUUM",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1978,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Autovacuum",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1979,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "pg_dump",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1980,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "pg_basebackup",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1981,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "WAL Archiving",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1982,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Point-in-Time Recovery",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1983,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Liquibase",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1984,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Flyway",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1985,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "pg_stat_statements",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1986,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "auto_explain",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1987,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "shared_buffers",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1988,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "work_mem",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1989,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "max_connections",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1990,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "checkpoint_timeout",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1991,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "OLTP",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1992,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Role-Based Access Control",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1993,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Linux",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1994,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Ubuntu",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1995,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "RHEL",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1996,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Shell Scripting",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1997,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "PgBouncer",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1998,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Patroni",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 1999,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "repmgr",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2000,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "pg_repack",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2001,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "AWS RDS",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2002,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Amazon 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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