#Agent Constitution
258 related articles
Product Reviews·2 min
Replit Agent 3 Deep Dive: The AI Coding Powerhouse That Works 200 Minutes Straight
Deep analysis of Replit Agent 3's multi-agent architecture and browser simulation testing. Compare with GitHub Copilot and Cursor, and see how this AI assistant works 200 minutes straight to help anyone build apps in an hour.
Read more →
Tutorials·2 min
Build an AI Agent in 200 Lines of Python: A Deep Dive into Five Core Modules
Build an AI Agent in 200 lines of Python from scratch. A deep dive into the five core modules: Prompt, Memory, Tool Use, RAG, and Skill, with progressive development workflow.
Read more →
Tutorials·2 min
3 Hours, Zero Code: Building a WeChat Mini Program with AI Agents in Practice
How to use AI Agent workflows to automate WeChat Mini Program development end-to-end in 3 hours with only 30 minutes of human involvement, featuring multi-version divergence and fusion strategies.
Read more →
Expert Opinions·2 min
AI Godfather Hinton's Latest Warning: AI Has Learned to Deceive, Programmers Will Be Replaced
Nobel laureate Hinton warns in CNN interview that AI has learned deception and self-preservation, predicts programmers will be replaced at scale, and criticizes OpenAI and Meta for neglecting safety.
Read more →
Tutorials·2 min
Practical Guide to Building a Dual-Terminal Skill System with Cursor + Claude Code
A solution for Skill system conflicts in Cursor and Claude Code dual-terminal development using a three-layer directory architecture for Opus and DeepSeek differentiated configuration.
Read more →
Tech Frontiers·1 min
GitHub Universe 2024: Full Breakdown of Copilot Multi-Model Support, Multi-File Editing & Spark
Deep dive into GitHub Universe 2024: Copilot adds Claude 3.5 Sonnet, Gemini multi-model support, VS Code multi-file editing rivaling Cursor, and the new AI micro-app tool Spark launches.
Read more →
Tech Frontiers·1 min
Claude 4 Launch: Opus and Sonnet Dual Models Explained, Coding Agent Capabilities Fully Upgraded
Anthropic launches Claude 4 Opus and Claude 4 Sonnet. Claude Code goes GA with IDE integration and SDK. MCP protocol connects directly to API. Full breakdown of coding and agent upgrades.
Read more →
Tutorials·1 min
Programmers Building One-Person Companies with AI: A Practical Guide from Side Project to Super Individual
Based on Anthropic's official startup handbook, a deep dive into how programmers can build one-person companies with AI tools — from side projects to super individuals.
Read more →
Industry Insights·1 min
Anthropic Surpasses OpenAI for the First Time: The Truth Behind the AI Coding Tool Price War and How to Respond
In April 2025, Anthropic's enterprise adoption rate surpassed OpenAI for the first time. Deep analysis of the AI coding tool price war, loss-leader pricing logic, and strategies for developers.
Read more →
Product Reviews·4 min
GPT-5.2, Claude 4.5, Gemini 3 Pro Hands-On Comparison: 2025 Buying Guide
2025 hands-on comparison of GPT-5.2, Claude Sonnet 4.5, Gemini 3 Pro, and Grok 4.1 across image generation, deep research, writing, and reasoning, with pros/cons summary and budget-friendly access tips.
Read more →
Deep Dives·1 min
Ralph Loop: The New AI Programming Paradigm That Beats Multi-Agent Systems Through Iterative Trial and Error
Ralph Loop is a 2025 AI programming paradigm: a memoryless AI Agent repeatedly reads the same Prompt, accumulates experience via file systems, beating multi-agent architectures through iterative loops.
Read more →
Tutorials·4 min
Claude Opus 4.5 Tutorial: Real-World Coding Tests + How to Access from China Without a VPN
Hands-on review of Claude Opus 4.5's coding, writing, and data visualization capabilities. Includes two methods for accessing it from China without a VPN, plus real demos of bug fixing and dashboard development.
Read more →
Industry Insights·1 min
AI Entry Point Expansion and Governance Catch-Up: Triple Signals from Anthropic, OpenAI, and Supply Chain Security
May 2025 AI industry trends: entry points are multiplying, governance is catching up. Analysis of Anthropic's compliance strategy, OpenAI Codex's takeover-ready design, and supply chain security.
Read more →
Deep Dives·1 min
Beginner's Guide to AI Agents: Core Principles, Technical Architecture, and Application Scenarios Explained
A systematic guide to AI Agents covering core principles of perception, decision-making, and action, plus the technical stack of LLMs, tool calling, memory systems, and RAG, with real-world use cases.
Read more →
Product Reviews·2 min
Pocket Mini Apps: Build and Publish Instantly with an Online Claude Code Platform
Pocket Mini Apps is an online Claude Code platform with multi-project support, instant publishing, and full backend capabilities including WeChat integration and database support.
Read more →
Product Reviews·3 min
ChatGPT vs Gemini vs Claude: Who Can Build Mario 64 from Scratch?
Testing ChatGPT 5.2, Gemini 3 Pro, and Claude 4.5 building Super Mario 64 from scratch with the same prompt. Gemini wins overall with best playability, ChatGPT has best visuals but only 1 fps, Claude fails at collision detection.
Read more →
Product Reviews·5 min
DeepClaude Open Source Analysis: DeepSeek + Claude Dual-Model Collaborative Code Generation
Deep dive into DeepClaude, a 2800+ Star open source project combining DeepSeek R1 reasoning with Claude 3.7 Sonnet code generation for superior AI output.
Read more →
Expert Opinions·3 min
Dario and Daniela Amodei in Conversation: Decoding Claude's Future and AI Safety Strategy
Anthropic co-founders Dario and Daniela Amodei join a rare public conversation moderated by CPO Ami Vora, discussing Claude's evolution, AI safety advances, and Anthropic's competitive strategy.
Read more →
Deep Dives·4 min
Five Core Concepts of AI Programming: A Complete Guide from Prompt to Harness Engineering
A clear breakdown of five core AI programming concepts — Prompt Engineering, Context Engineering, Agent, Skill, and Harness Engineering — with real-world use cases and advice for indie developers.
Read more →
Tutorials·4 min
Anthropic's Official Agent Building Guide: A Complete Breakdown of Workflows vs. Agents
Deep dive into Anthropic's Building effective agents guide: workflow vs. agent distinctions, the technical selection pyramid, and framework pitfalls for building efficient LLM agents.
Read more →