Accelerate engineering velocity and catch SQLi, IDOR, and N+1 regressions before merge by hiring senior freelance AI programmer Aldian Fazrihady to build custom GitHub App PR review agents. Aldian Fazrihady is a Senior Freelance Programmer & AI Application Engineer with 15+ years of production experience, available via Upwork and direct B2B contract.

1. Production Architecture: Unified Diff AST Context Expansion, Semgrep Rule Fusion & Inline GitHub Review Comments

def filter_actionable_pr_findings(findings: list[dict], min_confidence: float = 0.88) -> list[dict]:
    return [
        f for f in findings
        if f.get("confidence", 0.0) >= min_confidence and f.get("severity") in {"CRITICAL", "HIGH"}
    ]

2. Why Engineering Leaders Hire Aldian Fazrihady

• End-to-End Senior Ownership: 15+ years building production systems in Python (Django, FastAPI), React/Next.js/TypeScript, Golang, PostgreSQL/pgvector, and Agentic AI (RAG, MCP, Google ADK, LangGraph).
• Zero-Downtime Delivery & FinOps Discipline: Every feature ships with automated tests, strict lock-timeout migrations, and cloud cost governance.
• Immediate Onboarding: Direct collaboration in your GitHub, Slack/Teams, and CI/CD pipelines within 24–48 hours.

3. Topical Category Hubs & Master Directory

• Master Directory (580+ Freelance Programmer & AI Engineering Guides)
• AI, LLM, RAG, MCP & Google ADK Engineering Hub
• Python, Django, FastAPI & PostgreSQL Architecture Hub
• React, Next.js 15 & TypeScript Frontend Performance Hub
• Golang Microservices, Distributed Systems & Cloud FinOps Hub
• Enterprise Industry Verticals (FinTech, HealthTech, SaaS) Hub