Efektywne programowanie z AI: najważniejsze zasady

Looking for a great place to stay up-to-date on AI? Subscribe to the newsletter and join the 2,500+ subscribers - https://olafsulich.pl/ Full code on GitHub: https://github.com/olafsulich/cronpilot Over several years of programming with AI, I've realized that it's not just the model that determines code quality, but also the context we provide it. In this video, I demonstrate the most important principles of effective AI coding. From context window management, through context rotation and context compression, to agent control and the practical Research → Plan → Implement workflow. You'll learn what smart and dumb zones are, why a large context window doesn't guarantee good results, and how to apply context engineering in practice to get the best out of AI agents. We focus on processes, not tools. This means you can apply this knowledge to any coding agent. Also visit: Instagram:   / olaf.sulich   Linkedin:   / olaf-sulich   Newsletter: https://www.olafsulich.pl/ Sources: Lost in the Middle: How Language Models Use Long Contexts https://arxiv.org/pdf/2307.03172 Context Rot: How Increasing Input Tokens Impacts LLM Performance https://www.trychroma.com/research/co... Effective context engineering for AI agents https://www.anthropic.com/engineering... Advanced Context Engineering for Coding Agents https://www.humanlayer.dev/blog/advan... Introducing GPT‑5.4 https://openai.com/index/introducing-... Needle in the Haystack for Memory Based Large Language Models https://arxiv.org/pdf/2407.01437 Michelangelo: Long Context Evaluations Beyond Haystacks via Latent Structure Queries https://arxiv.org/pdf/2409.12640v2 Chapters: 00:00 Introduction 01:31 Context Window 2:44 Context Rot 5:02 Compaction 6:50 Inspection 8:12 Workflow 10:31 Summary