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ZhiKe AI

We dissect AI-era technologies, tools, and trends with a hardcore perspective. Focused on large models, agents, MCP, function calling, and hands‑on AI development. No fluff, no hype—only actionable insights, source code, and practical ideas. Get a daily dose of intelligence to simplify tech and make efficiency tangible.

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Latest from ZhiKe AI

53 recent articles

ZhiKe AI

Apr 19, 2026 · Artificial Intelligence

Claude Code Agent Architecture: 4‑Layer Breakdown & 3 Key Designs from while(true) to Autonomous Decision‑Making

The article dissects Claude Code Agent's four‑layer architecture—interaction, orchestration, execution, and infrastructure—explaining how the perpetual while(true) queryLoop drives LLM streaming, how StreamingToolExecutor enables safe concurrent tool execution, and how the autoCompact four‑stage compression with a circuit‑breaker safeguards context length.

Claude Code AgentLLM tool integrationStreamingToolExecutor

0 likes · 19 min read

Claude Code Agent Architecture: 4‑Layer Breakdown & 3 Key Designs from while(true) to Autonomous Decision‑Making

ZhiKe AI

Apr 19, 2026 · Artificial Intelligence

What Is an AI Agent? A 3‑Minute Beginner’s Guide

An AI Agent is a large‑model system that can perceive its environment, plan steps, invoke tools, and remember past interactions to autonomously achieve user‑specified goals, distinguishing it from simple chatbots that only answer questions.

AI AgentAutomationLarge Model

0 likes · 6 min read

What Is an AI Agent? A 3‑Minute Beginner’s Guide

ZhiKe AI

Apr 17, 2026 · Artificial Intelligence

Claude Opus 4.7 Boosts Programming Performance by 11% – Why Its ‘No’ Makes It More Reliable

Claude Opus 4.7 raises SWE‑bench Pro accuracy from 53.4% to 64.3% (a +11 pp jump), triples visual resolution, can refuse or verify dubious instructions, and keeps pricing unchanged while increasing token consumption, positioning it as a more reliable AI colleague despite a slight dip in long‑document search.

AI benchmarkingClaude Opuspricing

0 likes · 8 min read

Claude Opus 4.7 Boosts Programming Performance by 11% – Why Its ‘No’ Makes It More Reliable

ZhiKe AI

Apr 16, 2026 · Backend Development

Inside the MCP Client: A Deep Technical Walkthrough of Its Architecture

The article dissects the MCP Client used by Claude Code, detailing its layered architecture, type system, connection protocols, caching strategies, tool discovery and conversion, authentication flow, lifecycle management, reconnection logic, and design decisions, illustrating how external tool servers are seamlessly integrated as internal Claude tools.

AuthenticationClaudeMCP

0 likes · 18 min read

Inside the MCP Client: A Deep Technical Walkthrough of Its Architecture

ZhiKe AI

Apr 15, 2026 · Artificial Intelligence

Build Your AI Superpowers from Scratch: A Hands‑On Guide to Creating Claude Code Skills

This article walks you through what Claude Code skills are, how they work, the four skill types, the exact file format, a step‑by‑step process for building your first skill, best‑practice design principles, testing methods, and ongoing maintenance, enabling you to automate repetitive AI tasks efficiently.

AI skillsAutomationClaude Code

0 likes · 15 min read

Build Your AI Superpowers from Scratch: A Hands‑On Guide to Creating Claude Code Skills

ZhiKe AI

Apr 15, 2026 · Artificial Intelligence

From Sci‑Fi to Reality: How AI Large Models Are Reshaping Our World

The article explains what AI is, traces its three historical waves—from rule‑based expert systems to statistical learning and deep learning—focuses on the current large‑language‑model era, surveys leading domestic and overseas models, and highlights key trends such as open‑source competition, reasoning capabilities, multimodality, and edge deployment.

AIMultimodalOpen Source

0 likes · 4 min read

From Sci‑Fi to Reality: How AI Large Models Are Reshaping Our World

ZhiKe AI

Oct 11, 2021 · Cloud Native

How to Import and Export Docker Images for Migration

This guide explains how to migrate Docker images by using the docker load/save commands for image‑level import/export and the docker import/export commands for container‑level import/export, detailing each command's options and providing concrete examples.

CLIContainerDocker

0 likes · 5 min read

How to Import and Export Docker Images for Migration

ZhiKe AI

Oct 9, 2021 · Backend Development

Inside Spring MVC: How DispatcherServlet Processes Requests

The article dissects Spring MVC’s core request flow, detailing how DispatcherServlet extends HttpServlet, delegates to FrameworkServlet, and ultimately routes requests through doService, doDispatch, handler adapters, interceptors, and result processing, with code excerpts illustrating each step.

DispatcherServletFrameworkServletJava Servlet

0 likes · 6 min read

Inside Spring MVC: How DispatcherServlet Processes Requests

ZhiKe AI

Sep 24, 2021 · Databases

How to Manually Re‑Add a Detached MySQL MGR Cluster Node

This guide walks through exporting business databases, re‑initializing the MySQL instance, importing data, extracting GTID information, creating replication and monitoring accounts with helper functions, resetting logs, and finally re‑joining the node to a MySQL Group Replication cluster.

Database RecoveryGTIDGroup Replication

0 likes · 8 min read

How to Manually Re‑Add a Detached MySQL MGR Cluster Node

ZhiKe AI

Sep 17, 2021 · Cloud Native

How to Uniformly Increase File Upload Size in Kubernetes

The article walks through diagnosing why a second Kubernetes cluster ignored the upload‑size setting, shows how to inspect the nginx‑ingress‑controller deployment, identify the --configmap argument, and fix the issue by updating the referenced ConfigMap name to nginx‑configuration.

ConfigMapDeploymentKubernetes

0 likes · 2 min read

How to Uniformly Increase File Upload Size in Kubernetes