Predicted role · from the KRAs, title advisory
React Frontend Developer
SINGLE · MAJORITY
JD title: Frontend Developer (React)
LEVEL · L-MIDERA · ERA-CURRENT
COVERAGE · 100%
LLM CALLS · 0
$0.0
0.1 S
REPEAT · ANSWERED FROM 786fe68e
What this role is made of1 role
React Frontend Developer
100%
F_FRONTENDBUILD3 LINESCELL GRAIN
Complementary work · supports the primary role, not a second role
+ DevOps Engineer 50% of JD
Tier 1 · template mix1 values
BUILD
100%
Tier 2 · family mix2 values
F_DEVOPS
43%
F_FRONTEND
57%
Responsibilities · the role each KRA was classified to5 voting lines
0 Build React components and pages for the customer portal BUILD→F_FRONTEND→ react-frontend-developer 0.69
Section · salience
responsibility · 1.0Template
BUILD RULE 0.76Family · stack
F_FRONTEND LLMRole
react-frontend-developer LLM 0.951 Implement responsive UI and accessibility improvements BUILD→F_FRONTEND→ frontend-developer 0.22
Section · salience
responsibility · 0.7Template
BUILD RULE 0.76Family · stack
F_FRONTEND RULERole
frontend-developer DEFAULT 0.552 Develop state management and API integration in TypeScript BUILD→F_FRONTEND→ frontend-developer 0.39
Section · salience
responsibility · 1.0Template
BUILD RULE 0.84Family · stack
F_FRONTEND LLMRole
frontend-developer DEFAULT 0.553 Maintain the CI pipeline that builds and deploys our frontend app BUILD→F_DEVOPS→ devops-engineer 0.69
Section · salience
responsibility · 1.0Template
BUILD LLM 0.85Family · stack
F_DEVOPS LLMRole
devops-engineer LLM 0.954 Deploy the frontend app to the CDN through our pipeline BUILD→F_DEVOPS→ devops-engineer 0.61
Section · salience
responsibility · 1.0Template
BUILD RULE 0.76Family · stack
F_DEVOPS LLMRole
devops-engineer LLM 0.95Decision log · how the role was finalized1 steps
-
61 ms REPEAT CHECK hit: answered from the stored rundoc_hash 92ca737f56a9answered_from 786fe68e-1acb-4a43-81e2-01d42cf8c055
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 |
|---|---|---|---|---|---|
| react-frontend-developer | F_FRONTEND | BUILD | — | 3 | 50% |
| devops-engineer | F_DEVOPS | BUILD | — | 2 | 50% |
run 0b83bcab-7124-429d-bb20-153258472126 · versions {"engine": "d27aa18bd299", "family": "v5-family-2", "gold": "v5-gold-2", "role": "v5-role-1", "template": "v5-template-1"}