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Engineering notes

How we build the systems we ship. Architecture decisions, benchmarks and postmortems from production work in AI, document processing and blockchain.

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Fine Tuning vs RAG: When to Build Custom LLMs in 2026 thumbnail

Fine Tuning vs RAG: When to Build Custom LLMs in 2026

RAG at Scale: 50,000+ Documents in Production Without Hallucination thumbnail

AI

RAG at Scale: 50,000+ Documents in Production Without Hallucination

Nearshore vs Offshore vs In House: The 2026 EU Developer Comparison thumbnail

Nearshore vs Offshore vs In House: The 2026 EU Developer Comparison

Custom Document AI for Fintech and Insurance: GDPR Compliant Pipelines in 2026 thumbnail

Custom Document AI for Fintech and Insurance: GDPR Compliant Pipelines in 2026

Enterprise Document Classification LLM: 98.2% Accuracy Case Study thumbnail

Enterprise Document Classification LLM: 98.2% Accuracy Case Study

Why Oligamy Software Is the Partner You Need thumbnail

Software

Why Oligamy Software Is the Partner You Need

Radiant Capital hack explained $4.5 million thumbnail

Blockchain

Radiant Capital hack explained $4.5 million

Tree Testing and Card Sorting. How We Fixed E-Commerce Navigation? thumbnail

UI/UX

Tree Testing and Card Sorting. How We Fixed E-Commerce Navigation?

Improving Online Shopping Experience for Our Main Persona, Anna thumbnail

UI/UX

Improving Online Shopping Experience for Our Main Persona, Anna