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DEV / Software Development - Front‑end & Back‑endEmployee-Facing

Code Review Assistant Agent

QA Overseer
Operational

"Reviews pull requests for style, security and performance issues."

Pipeline Health

Model DriftNegligible
Success Rate99.4%
Latency120ms
Cost/Op$0.002

Strategic Objectives

  • Maintain code quality
  • Speed up PR reviews

Key Result Indicators (KPIs)

Target KPIReview cycle time
Target KPIBug density post-release

Input/Output Pipeline

Modular Inputs

Git DiffLinter rulesSecurity vulnerability DBs
Processing Layer

Self-optimizing transformer pipeline with RAG capabilities and cross-departmental data access.

Defined Outputs

In-line PR commentsSecurity alerts

Collaboration Matrix

Software Engineers
Security Team