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News

Major AI Agent events

Industry milestones from 2024 to today

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2024-11

MCP protocol born

AI Agent interfaces standardized

2025-01

DeepSeek-R1

Open-source reasoning at 3% of the cost

2025-03

Manus goes viral

The year of the general-purpose Agent

2025-12

Meta acquires Manus

Big tech bets on the Agent race

Featured tutorials

From first steps to shipping — hands-on guides for every AI tool

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Advanced RAG: Complete Guide 2026 – Beyond Basic Retrieval to Build Production-Grade Knowledge Bases

Basic RAG systems are easy to set up, but making them stable and effective in production is hard. This article dives deep into advanced RAG techniques: hybrid retrieval, reranking, multi-query decomposition, query routing, and systematic evaluation to improve RAG performance.

Adversarial Prompting: Complete Guide and Examples

Adversarial Prompting: Complete Guide What is Adversarial Prompting? Adversarial Prompting is a prompting technique that involves testing robustness against manipulation. It is particularly effective for security testing. When to Use Adversarial P

From Demo to Production: A Practical Guide to Agent Harness Engineering

Agent Harness is the engineering infrastructure wrapped around the model, determining the success or failure of AI moving from demo to production. This article systematically covers the core concepts of Harness, the ETCLOVG seven-layer architecture, the five-tier memory system, dynamic workflows, and other key designs. Combined with practical cases like Claude Code, it provides a complete methodology covering context management, tool orchestration, and security governance. Suitable for developers and technical leaders who are bringing AI into real engineering.

AI Agent Mid-2026 Review: 6 Major Shifts Reshaping the Industry

In the first half of 2026, AI Agents have fully transitioned from 'proof of concept' to 'production deployment.' This article outlines 6 key shifts impacting the entire industry: plummeting costs, mature multimodality, standardized enterprise security, the MCP ecosystem explosion, the rise of Agent stores, and AI workflows replacing traditional SaaS.

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