Predicted role · from the KRAs, title advisory
QA Engineer
SINGLE · MAJORITY
JD title: Cloud Infrastructure QA Engineer
LEVEL · L-MIDERA · ERA-CURRENT
COVERAGE · 100%
LLM CALLS · 0
$0.0
0.1 S
REPEAT · ANSWERED FROM c7738539
What this role is made of1 role
QA Engineer
100%
F_QEASSURE4 LINESCELL GRAIN
Tier 1 · template mix1 values
ASSURE
100%
Tier 2 · family mix1 values
F_QE
100%
Responsibilities · the role each KRA was classified to4 voting lines
0 Validate landing zone controls and VPC baselines with Terratest suites ASSURE→F_QE→ qa-engineer 0.35
Section · salience
responsibility · 1.0Template
ASSURE PATTERN 0.64Family · stack
F_QE PATTERNRole
qa-engineer LLM 0.851 Build regression test suites for Terraform modules before release ASSURE→F_QE→ qa-engineer 0.49
Section · salience
responsibility · 1.0Template
ASSURE RULE 0.76Family · stack
F_QE RULERole
qa-engineer LLM 0.852 Write test plans for disaster recovery exercises and record defects ASSURE→F_QE→ qa-engineer 0.54
Section · salience
responsibility · 1.0Template
ASSURE RULE 0.84Family · stack
F_QE RULERole
qa-engineer LLM 0.853 Run test automation for infrastructure changes in the CI pipeline ASSURE→F_QE→ qa-engineer 0.61
Section · salience
responsibility · 1.0Template
ASSURE RULE 0.85Family · stack
F_QE LLMRole
qa-engineer LLM 0.85Decision log · how the role was finalized1 steps
-
61 ms REPEAT CHECK hit: answered from the stored rundoc_hash 00d19f261542answered_from c7738539-cf10-4808-92e1-b3569b9d9791
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 grain1 cells
| Role | Family | Template | Stack | Lines | Share |
|---|---|---|---|---|---|
| qa-engineer | F_QE | ASSURE | — | 4 | 100% |
run 67f53ed8-65fd-4cf5-8218-7a50fb1a7367 · versions {"engine": "d27aa18bd299", "family": "v5-family-2", "gold": "v5-gold-2", "role": "v5-role-1", "template": "v5-template-1"}