Four big lessons, seven practical tips, three useful patterns, and five common antipatterns we learned from building an AI CRM. Context engineering has emerged as one of the most critical skills in ...

2025 has seen a significant shift in the use of AI in software engineering— a loose, vibes-based approach has given way to a systematic approach to managing how AI systems process context. Provided ...

Shanghai researchers say “context engineering” can boost AI performance without retraining the model. Tests show richer prompts improve relevance, coherence, and task completion rates. The approach ...

A new framework from Stanford University and SambaNova addresses a critical challenge in building robust AI agents: context engineering. Called Agentic Context Engineering (ACE), the framework ...

As large language models (LLMs) become increasingly sophisticated, a new discipline is emerging that goes far beyond traditional prompt engineering: context engineering. This evolving practice ...

What if the AI tools you rely on could become not just smarter, but exponentially more effective? Imagine an AI assistant that doesn’t just follow instructions but intuitively understands your needs, ...

The paper “A Survey of Context Engineering for Large Language Models” establishes Context Engineering as a formal discipline that goes far beyond prompt engineering, providing a unified, systematic ...

In Christopher Nolan’s film Memento from the early 00s, the protagonist has lost his short-term memory and must try to solve a mystery by leaving himself notes — because each time he sleeps, his ...

What if the key to unlocking the full potential of artificial intelligence lies not in the models themselves, but in how we frame the information they process? Imagine trying to summarize a dense, 500 ...

Like many image and video AI tools, which have (mostly) stopped creating people with six fingers, AI coding tools have also been making great strides. Case in point: developer Indragie Karunaratne ...

The AI revolution began with a simple realization: the way you ask matters. Engineers and users alike discovered that carefully crafted prompts could unlock remarkable capabilities in language models, ...

Introduction: What is Context Engineering? Context engineering refers to the discipline of designing, organizing, and manipulating the context that is fed into large language models (LLMs) to optimize ...