Predicted role · from the KRAs, title advisory
AWS Cloud Engineer
SINGLE · MAJORITY
JD title: AWS Cloud Engineer
· resolves to aws-cloud-engineer AGREES
LEVEL · L-MIDERA · ERA-CURRENT
COVERAGE · 100%
LLM CALLS · 0
$0.0
0.1 S
REPEAT · ANSWERED FROM bb614fe5
What this role is made of1 role
AWS Cloud Engineer
100%
F_CLOUDBUILDAWS4 LINESCELL GRAIN
Tier 1 · template mix2 values
BUILD
79%
OPERATE
21%
Tier 2 · family mix1 values
F_CLOUD
100%
Responsibilities · the role each KRA was classified to5 voting lines
0 Build AWS landing zones with Control Tower and account vending for new business units BUILD→F_CLOUDAWS→ aws-landing-zone-engineer 0.61
Section · salience
responsibility · 1.0Template
BUILD RULE 0.85Family · stack
F_CLOUD RULE · aws RULERole
aws-landing-zone-engineer RULE 0.851 Provision VPCs, subnets and Transit Gateway attachments with Terraform BUILD→F_CLOUDAWS→ aws-cloud-engineer 0.68
Section · salience
responsibility · 1.0Template
BUILD RULE 0.84Family · stack
F_CLOUD LLM · aws RULERole
aws-cloud-engineer RULE 0.852 Automate EC2 and RDS provisioning through reusable Terraform modules BUILD→F_CLOUDAWS→ aws-cloud-engineer 0.69
Section · salience
responsibility · 1.0Template
BUILD RULE 0.85Family · stack
F_CLOUD LLM · aws RULERole
aws-cloud-engineer RULE 0.853 Implement AWS Backup policies and cross-region replication for production accounts BUILD→F_CLOUDAWS→ aws-cloud-engineer 0.49
Section · salience
responsibility · 1.0Template
BUILD RULE 0.68Family · stack
F_CLOUD LLM · aws RULERole
aws-cloud-engineer RULE 0.854 Patch and right-size EC2 fleets as part of regular operations OPERATE→F_CLOUDAWS→ aws-cloud-administrator 0.61
Section · salience
responsibility · 1.0Template
OPERATE RULE 0.84Family · stack
F_CLOUD LLM · aws RULERole
aws-cloud-administrator RULE 0.85Decision log · how the role was finalized1 steps
-
62 ms REPEAT CHECK hit: answered from the stored rundoc_hash 630fac2bf0c5answered_from bb614fe5-371d-4bda-b60c-f9a69a34cabd
LLM calls · system prompt, input and output0 calls
No LLM call was needed: patterns and rules decided every line, or the run was answered from a stored repeat.
Cells · role mix at family × template grain2 cells
| Role | Family | Template | Stack | Lines | Share |
|---|---|---|---|---|---|
| aws-cloud-engineer | F_CLOUD | BUILD | aws | 4 | 80% |
| aws-cloud-administrator | F_CLOUD | OPERATE | aws | 1 | 20% |
run 7bb684e4-fc69-41c6-ae86-953f2da4d9d2 · versions {"engine": "d27aa18bd299", "family": "v5-family-2", "gold": "v5-gold-2", "role": "v5-role-1", "template": "v5-template-1"}