#dynamical systems
1441 related articles
Industry Insights·2 min
Five Design Patterns for Long-Running AI Agents: From Checkpoint Recovery to Cluster Orchestration
Deep dive into five core design patterns for long-running AI Agents from Google Cloud Next 26: checkpoint recovery, delegated approval, hierarchical memory, ambient processing, and cluster orchestration.
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Product Reviews·4 min
Lark CLI: A Deep Dive into Feishu's Open-Source AI Agent Command-Line Tool
Lark CLI is Feishu's official open-source CLI tool designed for AI Agents, offering 200+ commands across 17 business domains with 24 structured Skills for messaging, docs, spreadsheets, calendars, and more.
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Tutorials·3 min
Building a Vocabulary App with Claude Using Zero Code: From Requirements Description to Deployment
A non-programmer built a vocabulary app with human-like pronunciation, verb conjugation lookup, and SM2 spaced repetition by conversing with Claude AI—zero coding required.
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Industry Insights·3 min
Siri's Absence from WWDC2025: Analyzing Apple's Fragmented AI Breakout Strategy
Siri was absent from WWDC2025 as Apple broke its AI capabilities into independent modules like Visual Intelligence, real-time translation, and AI Phone Assistant. Analysis of Apple's fragmented AI strategy and its 2026 Siri comeback promise.
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Deep Dives·2 min
AI Persona Distillation for Coding: Five Personalities Write Five Different Tetris Games
Using Claude Code with DeepSeek, persona distillation makes AI code as Kardashian, Musk, a Trisolaran, and Trump — proving personality settings dramatically change coding style and output.
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Tech Frontiers·3 min
AI as Store Manager Running a Physical Shop: An Absurd Experiment That Lost $13,000 in One Month
Anthropic let AI Agent Luna autonomously run a physical store with $100K. It lost $13K in one month after trying to hire from Afghanistan, ordering 1,000 toilet seats, and giving random discounts.
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Product Reviews·4 min
OpenClaw vs Hermes: In-Depth Comparison and Selection Guide for Open-Source AI Agent Frameworks
In-depth comparison of OpenClaw and Hermes open-source AI Agent frameworks covering architecture, memory systems, auth, plugins, and channel distribution to guide developer selection.
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Deep Dives·4 min
Is Context Engineering the Core of Agent Development? A Deep Dive into Architecture and Practical Solutions
Deep dive into context engineering as the core of Agent development, covering five context modules, four pain points, and dynamic assembly solutions including compression, hybrid retrieval, multi-Agent architecture, and state machine control.
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Tech Frontiers·3 min
Hermes Agent 0.14.0 Update: Native Windows Support and 180x Performance Boost
Hermes Agent 0.14.0 Foundation Update: local proxy unified auth, 180x browser automation speedup, native Windows support, AI video generation, free DeepSeek V4, and lossless Handoff context switching.
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Product Reviews·3 min
OpenCode: A Detailed Guide to the Open-Source Claude Code Alternative with Local Deployment Support
A deep dive into OpenCode, an open-source AI coding assistant supporting local private deployment, multi-model switching, and client-server architecture as a complete Claude Code alternative.
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Tech Frontiers
Firebase May Update: Comprehensive Upg…
·3 min
Firebase May Update: Comprehensive Upgrades to AI Agent Integration and Security Enhancements
Firebase's May updates at Google I/O cover AI Agent Skills for Android/iOS/Flutter, Google Maps Grounding, hybrid AI inference, Template-Only security mode, and App Check replay protection.
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Tech Frontiers
Firebase May Update: Comprehensive Upg…
·3 min
Firebase May Update: Comprehensive Upgrades to AI Agent Integration and Security Enhancements
Firebase's May updates from Google I/O cover AI Agent Skills for Android/iOS/Flutter, Google Maps Grounding, hybrid AI inference, Template-Only security mode, and App Check replay protection.
Read more →
Tutorials·4 min
Claude Code Agent Architecture Source Code Deep Dive: Agent Loop and Tool System in Practice
Deep dive into Claude Code's four core agent modules: system prompt, Agent Loop, tool system, and memory mechanism. Build a Mini Claude Code from scratch in TypeScript.
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Tutorials·3 min
Zero2Agent: An Open-Source Job Interview Prep Tutorial for Agent Engineer Positions at Top Tech Companies
Zero2Agent is an open-source interview prep tutorial covering Agent fundamentals, LangGraph/Claude Code analysis, interview question banks, and coding practice tools for landing Agent engineer roles at top tech companies.
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Tutorials·3 min
Building a Fully Automated Marketing System with AI: A Monetization Guide for Indie Developers
A detailed guide on how indie developers can use AI tools to build fully automated marketing systems—from MCP research to Skills systems to automated content production and traffic engines.
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Tutorials·3 min
Building an Automated Money-Making System with AI Agents: A Multi-Agent Hands-On Tutorial
Learn how to build a full-pipeline automated money-making system using Multi-Agent architecture, covering Customer Service Agent, Cashier Agent, Delivery Agent setup, workflow orchestration, RAG knowledge bases, and MCP tool calling.
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Tutorials·3 min
Claude Code's Four Permission Modes Explained: A Complete Guide from Plan Mode to Full Permission Mode
A detailed guide to Claude Code's four permission modes: Plan Mode, Default Mode, Auto-edit Mode, and Full Permission Mode, with Shift+Tab switching tips and best practices for each scenario.
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Tutorials·3 min
Claude Code Source Code Analysis: A Complete Breakdown of the Startup and Bootstrap Flow
Deep dive into Claude Code's source code startup and bootstrap flow, from CLI entry's on-demand loading design and REPL startup to sentiment analysis and the Agent Loop prelude.
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Tutorials·3 min
Practical Guide to Building an Intelligent Coding Assistant with the OpenAI API
A detailed guide on building an intelligent code assistant with the OpenAI API, covering Chat Completions, Responses, and Assistants APIs, GPT-4.5 vs Codex models, and tools like Function Calling and Code Interpreter.
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Product Reviews·2 min
Deep Dive into SuiBian App: AI Roleplay Interactive Narrative Experience & Technical Breakdown
Deep analysis of SuiBian App's AI roleplay mechanics, from dialogue generation and character design to user experience, compared with Character.AI and similar products.
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