#DEEP DIVE
326 related articles
·3 min
Sakana AI Enters Defense Intelligence: Partnering with Japanese Think Tank DEEP DIVE to Advance AI-Powered Intelligence Analysis
Sakana AI partners with Japanese think tank DEEP DIVE to apply AI to defense intelligence analysis, combining OSINT data with AI capabilities to overcome human analysis bottlenecks.
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·1 min
Swimlane: A Deep Dive into the Coding Agent Workflow CLI Tool Built on Sakana AI Fugu
An in-depth look at Swimlane, a TypeScript CLI tool designed for building coding agent workflows on Sakana AI Fugu, covering its architecture, harness framework, and orchestration capabilities.
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·3 min
AI Scientist: A Deep Dive into Sakana AI's Automated Research Framework
Deep dive into Sakana AI's open-source AI Scientist project: how LLMs automate the full research pipeline from hypothesis generation and experiment execution to paper writing, including architecture, workflow, and limitations.
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·2 min
AI Programming Learning Roadmap: A Complete Six-Stage Guide from Beginner to Expert
A systematic breakdown of the six-stage AI programming learning roadmap, from zero-code start to mastering Cursor and professional tools, methodology frameworks, advanced patterns, and project practice.
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·2 min
Deep Dive into Devin's Background Agent Architecture: Behind the 80% AI-Committed Code
Deep analysis of Devin's background agent architecture: brain-sandbox separation, environment setup, MCP integration, memory systems, and multi-agent collaboration challenges.
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·2 min
MKBHD Dope Tech: Deep Dive into Four Cutting-Edge Display Technologies
Deep analysis of four display technologies from MKBHD's latest Dope Tech: Magic Screen MacBook touch solution, 7200Hz volumetric holographic display, Dell 52-inch 6K ultrawide, and Project Aura AR glasses.
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·2 min
Deep Dive into Goose Open-Source AI Assistant: A Practical Guide to the 50K-Star Local Workbench
Deep dive into Goose, the 50K-star open-source local AI assistant. Covers MCP tool integration, multi-model switching, Recipes workflows, and comparisons with Codex and Cursor.
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·3 min
UE5.8 PCG City Generator Deep Dive: How AI Automatically Builds an Entire City
Deep dive into UE5.8's PCG city generator: six-layer progressive architecture, Shape Grammar modular buildings, MCP plugin AI collaboration, and how to access the sample project.
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·2 min
GitHub Copilot SDK Deep Dive: Core Features and Practical Guide
Deep dive into GitHub Copilot SDK: Agent Loop, Hooks lifecycle control, Custom Agents orchestration, Skills modules, and local model integration for AI app development.
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·4 min
Deconstructing the Core Principles of AI Agents: A Deep Dive into the Control, Perception, and Action Modules
A systematic breakdown of the three core AI Agent modules (Control, Perception, Action), with deep analysis of AutoGPT, BabyAGI, HuggingGPT, LlamaIndex architectures and Chain-of-Thought reasoning.
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·3 min
The Complete Skill Map for AI Application Engineers: A Progressive Roadmap from Fundamentals to Production
A systematic breakdown of the complete skill structure for AI application engineers, covering Python & deep learning fundamentals, small model engineering, LLM fine-tuning, Agent development, and enterprise projects.
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·4 min
Is the 748-Episode AI Large Language Model Tutorial on Bilibili Worth Watching? A Full Breakdown of Content Structure and Study Tips
In-depth analysis of Bilibili's 748-episode AI LLM tutorial covering RAG, Agent, and fine-tuning. Includes content structure breakdown and practical study tips for beginners.
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·4 min
Deep Dive into Six AI Development Tools: Loop Recipe Library, Vercel Agent Framework, and More
Deep analysis of Loop workflow recipes, Vercel's open-source Agent framework, Pyker AI-native project management, Arrow P2P tool, DBX database client, and NVIDIA's Skill Spectre security tool.
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·4 min
Deep Dive into Cursor Refill Plugins: Pay-Per-Use Billing and Account Pool Scheduling Mechanisms
Deep analysis of Cursor refill plugin architecture: how clean account pool scheduling replaces cracking tools, the business logic of 35% pay-per-use pricing, and compliance risks developers should consider.
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·3 min
OpenAI o3 Diagnoses Rare Childhood Diseases: A Deep Dive into the NEJM AI Study
OpenAI and Boston Children's Hospital published research in NEJM AI showing how the o3 Deep Research model helps clinicians diagnose previously unresolved rare childhood diseases.
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·3 min
Deep Dive into the 198-Page Codex Chinese Manual: A Complete Guide from Beginner to Advanced
Deep breakdown of ByteDance's internal 198-page Codex Chinese manual covering installation, Commands, MCP workflows, Skills templates, multi-Agent collaboration, and background task scheduling.
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·4 min
Deep Dive into Pi Coding Agent: Why One Developer Abandoned Mainstream AI Tools to Build from Scratch
Veteran developer Mario Zechner dissects flaws in Cloud Code, OpenCode, and Cursor, then builds Pi — a minimalist coding Agent with just four tools and deep extensibility.
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·4 min
GLM 5.2 & Zcode Hands-On Review: A Deep Dive into the Free AI Coding Tool with 5 Million Tokens/Day
In-depth review of Zhipu's GLM 5.2 model and Zcode programming tool: interface experience, coding benchmarks, and long-horizon Agent performance compared to GPT and Opus. 5M free tokens/day with MIT license.
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·3 min
Codex APP Deep Dive: Core Advantages and AI Coding Tool Selection Guide
In-depth comparison of Codex APP, Claude Code, and Cursor across pricing, stability, and capabilities. Discover Codex APP's unique strengths in frontend development and find the best AI coding tool.
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·3 min
Fusion Startup Funding Landscape: A Deep Dive into the $7.1 Billion Flow and Industry Dynamics
Global fusion startups have raised $7.1B, heavily concentrated in top players. A deep analysis of funding patterns, tech pathways, commercialization challenges, and the investment logic behind this ultimate energy bet.
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