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  • AI Insights, LLM Integration

Achieving LLM Determinism and Consistency in AI Systems

LLM determinism

When it comes to Large Language Models, understanding determinism is crucial for ensuring the reliability and consistency of their outputs. One common misconception is that temperature controls all aspects of…

  • Jindrich Durcak
  • May 14, 2026
  • Software Tools

Building a Neo4j Recommendation Engine

Neo4j Recommendation Engine

Recommendation engines are one of the most practical real-world applications of graph databases. Whether it is Netflix suggesting movies, Amazon recommending products or LinkedIn proposing new connections, these systems rely…

  • Jindrich Durcak
  • May 12, 2026
  • AI Insights

AI Vector Databases Revolution

AI vector databases

Vector databases have become a crucial component in modern AI systems due to the limitations of traditional SQL search. These databases are now used in various applications such as internal…

  • Jindrich Durcak
  • May 8, 2026
  • AI Insights

Software Creation with No Code in the Age of AI

no code in the age of AI

AI-generated applications are accelerating the shift from manual coding to automated software creation. This shift is making the no-code/low-code/full-code debate more relevant than ever. Business needs for faster delivery are…

  • Jindrich Durcak
  • May 4, 2026
  • AI Insights

Beyond Coding: AI Impacts Developers

AI impact developers

AI coding has shifted from autocomplete to autonomous agents that plan, write, test, and refactor code end-to-end. The key question is not if developers change-it’s which role they evolve into.…

  • Jindrich Durcak
  • April 30, 2026
  • LLM Integration

Building a Production-Ready LLM Pipeline: A Backend Engineer’s Guide

Modern LLM development has outgrown the era of quick scripts and prompt tinkering. Today, shipping a reliable AI-powered feature demands the same discipline as any backend service: clean dependency management,…

  • Jindrich Durcak
  • April 27, 2026
  • LLM Integration, AI Agents & Agentic Systems, RAG & Vector Databases

Top AI Engineering Libraries and Frameworks

AI engineering libraries

AI engineering is shifting from pure model building to system design, where integrating models into reliable backend services is the main challenge. Modern AI stacks combine Large Language Models, data…

  • Jindrich Durcak
  • April 23, 2026
  • AI Insights

Navigating the AI Coding Agent Frustrations

AI coding agent frustrations

Imagine a world where AI coding agents can magically boost your productivity by up to 30%, but the more you rely on them, the more they hinder your speed and…

  • Jindrich Durcak
  • April 20, 2026
  • LLM Integration

Revolutionizing AI Development with Local LLMs

local LLM models

Is it possible to shift to local LLMs? Centralized APIs might be replaced by local LLMs, allowing developers to run powerful AI directly on their machines. This shift has the…

  • Jindrich Durcak
  • April 16, 2026
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Recent Posts

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