Context Is the New Schema
In the early days of business intelligence, organizations struggled with fragmented data, inconsistent reporting, and decisions that moved more slowly than the problems they were m...
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In the early days of business intelligence, organizations struggled with fragmented data, inconsistent reporting, and decisions that moved more slowly than the problems they were m...
How to optimize context, a precious finite resource for AI agents The post Context Engineering for AI Agents: A Deep Dive appeared first on Towards Data Science.
One centralized metadata layer or distributed sources? Explore the case for federated context in the agentic era, and when centralization still wins.
Building intuitive AI products requires designing for context managementSelecting the right context among the noise can make the world of differenceLarge language models are becomi...
Article 7 of 9 in the series.Picture a Product Owner and a Developer, together in an afternoon Teams call, reviewing a story that was researched, drafted, and designed by their Ref...
This article introduces Context-Augmented Generation (CAG) as an architectural refinement of RAG for enterprise systems. It shows how a Spring Boot-based context manager can incorp...
Enterprise AI has reached an inflection point. After a wave of experimentation with LLMs, engineering leaders are discovering a hard truth: better models alone don’t deliver better...
For Everyone: In-Context Customization Without the Learning Curve
Most RAG tutorials focus on retrieval or prompting. The real problem starts when context grows. This article shows a full context engineering system built in pure Python that contr...
Пятая статья из шести про инженерный процесс для разработки с ИИ-агентами. Первая статья про путь от первых проектов к стандарту SENAR. Вторая про то, чем агент отличается от прогр...
The biggest AI shift in software did not come from a new model. It came from a quiet admission most builders did not want to make. The…Continue reading on Medium »
And 10 tips and tricks for optimizing and managing your context windows
Contextual Inquiry || What is it? A research method that involves observing people in their natural context (in person or remotely for some topics), and asking semistructured a...
Most enterprise systems are very good at answering one question: “What happened?” They are surprisingly bad at answering a more important one: “Why did it happen?”
In the rush to scale globally, US brands are often content with “accidental attention.” But attention isn’t a lottery; it’s a strategy that requires a deep familiarity with context...
Каждая новая сессия с AI-ассистентом для разработки обнуляет накопленный контекст: инструменты мощные, но по своей природе «забывчивые». В итоге мы снова и снова проговариваем стек...
Managing context window is one of the most important yet often overlooked parts of the Claude Code experience. Context window in Claude…Continue reading on UX Planet »
As AI model providers increasingly move downstream, launching products and agents for specific enterprise applications and sectors like finance, one big question still remains: how...
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