Bockdev

A practical guide to GraphRAG and classical vector search. Learn how Entity-Relation Fusion works, when to use each approach, and how to decide which retrieval strategy fits your AI application.

Learn how the KISS (Keep It Simple, Stupid) principle applies to AI pipeline design. Discover why simpler pipelines outperform complex ones, and how to build AI systems that are easier to maintain, debug, and scale.

A clear, beginner-friendly guide to mixed-criticality systems in physical AI and robotics: what they are, why they matter, the real engineering challenges, and how the industry is solving them today.

Learn how structured generation in LLMs lets you extract clean, typed JSON directly from AI models, eliminating the need for fragile regex parsers and post-processing hacks.

Learn how concurrent workloads silently spike your compute costs, why traditional scaling metrics miss the problem, and how to detect, measure, and control concurrency-driven resource consumption in your systems.

A working journalist shares 10 practical AI tools and workflows he uses daily, from beat monitoring and deep research to writing coaching and social media automation, while keeping human judgment at the center of every story.