#agentic IDE
1016 related articles
·3 min
Local MCP over stdio: An Architecture Seam Design Guide for Agentic Applications
A deep dive into using local MCP over stdio as an architectural seam for agentic applications, covering model-tool decoupling, testability, process management, and comparison with cloud MCP.
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·3 min
Andrew Ng's RAG Practical Course: A Complete Guide from Basic Retrieval Augmented Generation to Agentic RAG
Deep analysis of Andrew Ng's latest DeepLearning.AI RAG course covering retrieval augmented generation fundamentals, vector databases, document chunking, Agentic RAG architecture, and production system evaluation.
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·2 min
OpenMontage: A Deep Dive into the Open-Source Agentic Video Production System
Deep dive into the trending GitHub project OpenMontage—the world's first open-source agentic video production system with 12 pipelines, 100+ tools, and 700+ knowledge files.
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·2 min
Shape: A Deep Dive into the Agentic IDE That Unifies Design and Code
Shape is an agentic IDE for designers and programmers, unifying design, coding, Git, and AI chat in one desktop app. A deep dive into its features, positioning, and challenges.
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·3 min
Agentic AI Meets RAG, LLM, and RL: A Complete Guide to the AI Agent Technology Stack
Deep dive into how Agentic AI integrates with RAG, LLM, and RL. Explore the agent tech stack's architecture, deployment challenges, and future trends for building production-grade AI applications.
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·4 min
The Self-Building Agentic IDE: The Next Evolutionary Direction for AI Programming Tools
Exploring the Agentic IDE concept: a self-building, self-iterating intelligent development environment. A deep analysis of how AI programming tools evolve from passive assistance to autonomous evolution.
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·3 min
Getting Started with Codex: A Beginner's Guide to AI Agentic Coding Tools
A detailed guide to getting started with Codex and Claude Code AI agentic coding tools, from environment setup to hands-on practice, helping beginners master AI programming assistants.
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·3 min
Getting Started with Codex: A Zero-to-Hero Guide to AI Agentic Coding Tools
A detailed guide to getting started with Codex and Claude Code—two leading AI agentic coding tools. From environment setup to hands-on practice, even beginners with no coding experience can master AI programming assistants.
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·5 min
The Definitive Guide to Claude Code: Core Methodology and Best Practices for Agentic Programming
A deep dive into Claude Code, the definitive course from DeepLearning.AI and Anthropic: from agentic principles and context optimization to three hands-on cases—RAG chatbot, Figma-to-frontend, and data analysis. Master AI-assisted coding methodology.
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·1 min
Agentic Coding in Practice: Test Feedback Loops, LLM Benchmarks, and an Engineering Adoption Guide
An in-depth look at agentic coding: how test-driven loops enable AI self-correction, the real limits of LLM benchmarks, and key engineering lessons on context management and human-AI collaboration.
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·4 min
GPT-5.6 In-Depth Analysis: Model Architecture, Performance Benchmarks, and a Complete Guide to the Agentic Era
A comprehensive analysis of GPT-5.6: the Sol/Terra/Luna product-line positioning, MoE architecture, 1.5M token context, coding agent benchmarks, and the shift from Chatbot to Agent.
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·2 min
Claude Code Best Practices Course: The Agentic Programming Guide Recommended by Andrew Ng
DeepLearning.AI and Anthropic launch a Claude Code best practices course covering architecture, context management, MCP servers, parallel sessions, and three hands-on projects for AI-powered coding.
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Tutorials·3 min
From Traditional RAG to Agentic RAG: Core Principles and Implementation Guide
Deep dive into the technical differences between traditional RAG and Agentic RAG, covering offline/online pipeline principles, tool-based autonomous decision mechanisms, and a LangGraph-based Agentic RAG implementation via the ChatBox open-source project.
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Deep Dives·3 min
How Claude Code Works: Inside the Agentic Programming Tool
Deep dive into Claude Code's core mechanisms including tool calling, agentic search, memory systems, and MCP protocol extensions. Learn how this CLI agent tool autonomously plans and executes complex development tasks.
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Tutorials·3 min
From Traditional RAG to Agentic RAG: Principles Compared and Enterprise-Grade Implementation Guide
Deep dive into traditional RAG limitations and Agentic RAG upgrades, with ChatBox source code analysis covering core tool design, intelligent decision flows, and LangGraph implementation for enterprise deployment.
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Tutorials·1 min
Agentic Search in Practice: A Guide to Selecting and Combining Search Tools for Agent Context
Elastic engineer shares Agentic Search methodology: from traditional RAG limitations to Agent search tool combination strategies, covering semantic search, general query, and Shell tool comparisons.
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Deep Dives·1 min
Berkeley CS294 Course: A Complete Guide to Agentic AI Security — Attacks and Defenses
A deep dive into Berkeley CS294-196's agentic AI security lecture, covering prompt injection, indirect injection, AgentPoison backdoor attacks, defense-in-depth, least privilege, and runtime guardrails.
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Deep Dives·4 min
The Agentic AI Explosion: A Complete Guide to the Paradigm Shift from Generative to Agentic AI in 2026
In 2026, the AI industry shifts from generative to Agentic AI. Deep dive into GPT-5.5 agent capabilities, Claude's autonomous learning, Physical AI deployment, DeepSeek V4, inference optimization, and the global AI competition landscape.
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Deep Dives·4 min
From Copilot to Agentic AI: A Complete Guide to Multi-Agent Collaboration Architectures
Deep dive into AI's four-stage evolution from Chat to Agentic AI, covering multi-Agent architectures, ReAct framework, and MCP protocol for developers.
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Tutorials·4 min
Complete Guide to Agentic RAG: Principles, Architecture, and Hands-On Implementation
Deep dive into Agentic RAG principles and implementation. Compare traditional RAG limitations, learn tool-based retrieval with ReAct Agent loops, with LangChain/LangGraph code examples.
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