FAQ: Real-time context engine, agent memory, and retrieval

Context Engineering for AI Agents: Engineering Lessons from Building Manus

The article, written by Yichao 'Peak' Ji, discusses the engineering principles behind building Manus, an AI agent platform that was acquired

Prompt Engineering Evolves Into Context Engineering, But the Skill Remains Essential

The article argues against the trendy claim that prompt engineering is dead. It explains that while the term may be evolving—with AI researc

AI memory systems can degrade model performance and increase sycophancy, new research finds

New research from AI company Writer reveals that memory systems designed to help AI models adapt to users can actually degrade model perform

How to build agentic AI you can safely rely on

Session Transcript Memorization Offers No Benefit for AI Agent Performance on SWE Tasks

The article discusses findings that memorizing or searching through previous agent session transcripts provides no performance benefit on SW

How AI Coding Models Are Outpacing Our Context Control Systems

The author reflects on how their coding process has evolved over the past year while using AI models to write code. They note that while mod