BestHub
Sign in
Tagged articles

context retrieval

4 articles · Page 1 of 1
AI Architecture Hub
AI Architecture Hub
Mar 5, 2026 · Artificial Intelligence

Mastering AI Agents: 12 Actionable Practices for Effective Tool Design

This article distills a year of trial‑and‑error from the Claude Code team into a practical framework for building AI agents, covering action‑space design, structured questioning, task management, progressive context disclosure, iterative tool engineering, common anti‑patterns, and a ready‑to‑use checklist of twelve development tips.

Structured PromptingTool Designbest practices
0 likes · 14 min read
Mastering AI Agents: 12 Actionable Practices for Effective Tool Design
AI Tech Publishing
AI Tech Publishing
Feb 8, 2026 · Artificial Intelligence

Why Bigger Context Windows Fail and How Structured Graphs Deliver Precise Fact Retrieval

The article argues that large language models struggle with exact factual answers and that extending context windows often degrades performance, while knowledge graphs provide structured, traceable retrieval; it proposes a unified graph monograph and small, focused context slices to empower LLMs with accurate information.

Knowledge GraphLLMcontext retrieval
0 likes · 10 min read
Why Bigger Context Windows Fail and How Structured Graphs Deliver Precise Fact Retrieval
Xiaolong Cloud Tech Team
Xiaolong Cloud Tech Team
Oct 22, 2025 · Artificial Intelligence

How to Speed Up Claude Code by 20× Without Losing Quality – Cognition’s Fast Context Breakthrough

The article analyzes the speed‑intelligence trade‑off in Claude Code, compares traditional embedding‑based and agentic search methods, and details Cognition’s Fast Context approach—using highly parallel sub‑agents, optimized tool calls, and reinforcement‑learning training—to achieve up to twenty‑fold faster retrieval without sacrificing result quality.

Claude CodeFast ContextLLM agents
0 likes · 16 min read
How to Speed Up Claude Code by 20× Without Losing Quality – Cognition’s Fast Context Breakthrough