⚡ AST Engineering & Code Hygiene Review

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Peer Review & Inquiries

We welcome reproducible benchmarks, dataset contributions, and peer-review inquiries at editorial@ast-engineering-journal.org.

Principal Investigator

Marcus Vance

Staff AI DevRel & Deterministic AST Systems Engineer

Focuses on deterministic AST parsing, AST diff generators, and shift-left search hygiene in enterprise CI/CD pipelines.

Specialized Monographs

📑 Shift-Left Technical Search QA: Integrating AST Transformers into Developer IDEs (Flagship)
📄 Deterministic DOM Parsing vs LLM Text Reconstruction
📄 Zero-Telemetry CI/CD Validation for Enterprise Security
📄 Multi-Agent Swarm Orchestration in IDE Workspaces

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