Engineering Publications

Technical insights, system design & architecture notes.

Written by engineers for engineers and technology leaders. Deep technical analyses of production software systems, AI orchestration, and automation architecture.

AI Engineering7 min read

Designing Deterministic Enterprise RAG: Hybrid Search, Chunking & Citation Tracing

Why standard vector similarity search fails in production regulatory and legal lookups, and how hybrid BM25 + dense retrieval with parent-document chunking resolves hallucinations.

March 2026Read Article
Software Engineering5 min read

Optimizing Next.js 16 App Router for Sub-Second LCP and Maximum Core Web Vitals

A technical walkthrough of React 19 Server Components, streaming SSR boundaries, edge caching headers, and zero-layout-shift responsive media.

February 2026Read Article
Business Automation8 min read

Building Fault-Tolerant EDI 850/855 Order Pipelines with FastAPI and Temporal

Architectural blueprint for ingesting legacy EDI documents, handling network partition retries, and synchronizing multi-warehouse inventory without double-allocation.

January 2026Read Article

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