Bockdev

A practical guide to GPT-5.5 covering what's new, key behavioral changes, migration steps, and prompting best practices to help you get better results faster.

Learn what "shadow context" and context drift mean in LLMs, why they cause AI to forget your original instructions, and how to fix them using structured prompts, periodic re-injection, and conversation state management.

Learn why prompt engineering alone is no longer enough for reliable AI applications, and how schema-driven engineering uses structured outputs, type validation, and JSON Schema to produce consistent, predictable results from LLMs.

Discover why small language models (SLMs) are making a comeback, how they compare to large LLMs in cost, speed, and performance, and when choosing a smaller model is the smarter decision for your AI project.

A beginner-friendly guide to Grok Build, xAI's coding agent. Learn how to install it, run interactive and headless sessions, configure custom models, manage plugins and skills, and deploy it in enterprise environments.

Multi-agent orchestration is transforming how AI systems are built, replacing single overloaded agents with teams of specialized AI agents that collaborate to tackle complex tasks. This guide explains what it is, how it works, which frameworks to use, and when to apply it.