Everyone talks about prompt engineering. Few people talk about what happens when prompt engineering stops being enough.Continue reading on Medium »
Context Engineering Explained: A Core Technology Behind AI Agents （LLM Summary, Observation Masking & Memory）Continue reading on Towards AI »
The skill that separates AI products that work from those that degrade over time has nothing to do with writing better prompts.For the last two years, “prompt engineering” has been the skill everyone told you to learn. Find the right words. Structure t…
You don’t write code for an AI agent anymore. You write a markdown file.Continue reading on Medium »
Over the past two years, most conversations around AI have been dominated by models.Continue reading on Medium »
Context engineering in action.
You use multiple AI tools. Each one knows a piece of you. None of them knows the whole picture. That led me to build a memory layer to help address the problem.You’ve spent months with your AI tools. Not training them deliberately, just using them. Eve…
The open-source plugin that adds brainstorming, TDD enforcement, and subagent orchestration to your AI coding workflowContinue reading on Towards AI »
Everyone is talking about prompt engineering being dead. That is only half true. What replaced it is bigger, quieter, and a lot more interesting.Where this term came fromIn mid-2025, Andrej Karpathy posted something that spread fast. He said the skill …
System prompts matter far more than most assume. A given model sets the theoretical ceiling of an agent’s performance, but the system prompt determines whether this peak is reached.