Engineering notes,
not marketing copy.
Articles written by SubNeta engineers on legacy modernization, retrieval-augmented generation, production LLM applications, quantum computing, and post-quantum cryptography.
Legacy modernization in the AI era: choosing the right option
WinForms, WPF, desktop, or mobile: how to pick a modernization path, and why modernizing first makes AI cheaper and safer.
8 min read
RAG vs. fine-tuning: how to give an LLM your company's knowledge
When retrieval is the right tool, when fine-tuning is, and why most enterprises need retrieval first.
7 min read
From demo to production: what reliable LLM applications actually require
Evaluation, guardrails, cost control, and the operational discipline that separates prototypes from systems.
8 min read
Quantum computing for business: what is real today and what is coming
A plain-language guide to where quantum hardware stands, which problems fit, and how to start without hype.
9 min read
Harvest now, decrypt later: why post-quantum migration starts now
The threat model, the NIST standards, and a phased plan to make your cryptography quantum-safe.
8 min read
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