#Cursor system prompt
1509 related articles
·4 min
Grok 4.6 Deep Dive: The Cost of Catching Up to the GPT and Claude Top Tier
Grok 4.6 matches GPT 5.6 Sol on intelligence benchmarks with Deep Suite jumping from 54% to 66%, but at the cost of 30% lower token efficiency, doubled pricing, and slower speed. Full analysis inside.
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·4 min
Vibe Coding Architecture Explained: The Trinity of Cognition, Execution, and Orchestration
Deep dive into Vibe Coding's three-layer architecture: how the Cognition Layer (LLMs), Execution Layer (local Agents), and Orchestration Layer (workflow frameworks) work together for reliable AI programming.
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·2 min
holaOS: Open-Source AI Agent Unified Workspace Integrating 100+ Tools with Shared Memory
Deep dive into holaOS, an open-source AI Agent workspace supporting Claude Code, Codex, and more with 100+ integrations, MCP protocol, shared memory, and BYOK model strategy.
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·2 min
Cohesor: A Neutral Cost Control Hub for Enterprise AI Agents, Cutting Bills by 60%-90%
Cohesor is a neutral enterprise AI Agent cost control platform that helps businesses cut 60%-90% of agent bills through 50% token compression, intelligent model routing, and per-user spend governance — with zero code changes.
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·4 min
LangChain 1.3 Practical Guide: Framework Thinking and Core Essentials of Agent Development
Deep dive into LangChain 1.3's core value, covering framework learning approaches, AI programming misconceptions, LangGraph and Deep Agent relationships, and building medical multi-agent projects.
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·4 min
A Beginner's Guide to Vibe Coding: A Comprehensive Look at AI-Native Development
A comprehensive guide to Vibe Coding, the AI-native development paradigm covering core concepts, workflows, tech stack recommendations, pros and cons, and future trends.
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·2 min
Modern Web Guidance: Using RAG Documents to Bridge AI Coding's Modern Web Knowledge Gap
Google Chrome's Modern Web Guidance project injects 100+ authoritative guides into coding agents via RAG, solving outdated CSS/HTML knowledge in AI coding tools.
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·2 min
Lovable Raises $400M Series C: Why the AI App Generation Space Is So Frenzied
AI app generation platform Lovable closes $400M Series C. We analyze its positioning, differentiation from Cursor and competitors, why capital keeps betting on AI coding, and debates over code quality and long-term moats.
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·3 min
DLLM: A Deep Dive into the Minimalist Local Coding Agent Built on llama.cpp
Deep dive into DLLM, a minimalist coding agent built directly on llama.cpp. Explore its zero-overhead architecture, local privacy advantages, use cases, and trade-offs vs. cloud AI coding tools.
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·3 min
AI Penetration Testing in Practice: Connecting Browser and Burp Suite via MCP Configuration Guide
Learn how to connect AI to Firefox browser and Burp Suite via MCP protocol for automated penetration testing, covering installation, JSON configuration, and practical tips.
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·5 min
The AI Agent Security Crisis: Why Generators Cannot Also Be Validators
Based on real data from Snyk's 4,800 enterprise customers, a deep analysis of three AI agent security pain points: automated attacks, untrusted outputs, and governance blind spots.
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·3 min
Java Backend to AI: A Practical Guide to Multi-Agent Collaboration with Spring AI
How can Java backend engineers transition to AI Agent development? This guide covers the evolution from Chat to Agentic AI, ReAct decision-making, MCP tool calling, and multi-Agent orchestration with Spring AI.
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·3 min
What Are AI Agents? A Deep Dive into the Three Core Components: Perception, Decision, and Action
A deep dive into AI Agents: their definition and three core components—Perception, Decision, and Action. Learn what distinguishes real AI agents from chatbots and automation scripts.
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·3 min
The Truth Behind Cheap Cursor Pro Services: Risks and Alternatives
In-depth analysis of cheap Cursor Pro subscription services, revealing three major risks—account bans, code leakage, and service disappearance—plus compliant alternatives.
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·4 min
Cursor's Frequent Updates Spark Controversy: How to Balance Rapid Iteration with Stability?
Cursor AI code editor faces backlash over near-daily updates that break core features for months. This article analyzes the tension between rapid iteration and stability in AI dev tools.
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·2 min
AFK: A Unified Command Center for Team-Collaborative AI Coding Agents
AFK is a team-oriented AI coding Agent management platform using Daemon local architecture, permission governance, task handoff, and BYOK to solve multi-user Agent collaboration challenges.
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·3 min
How to Become a Stronger Engineer in the AI Era: Neither Surrendering Nor Rejecting
How can engineers avoid skill atrophy from over-relying on AI coding tools? This article provides an actionable growth path covering system design, debugging, and code review to build core competitiveness.
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·3 min
Remix: An AI Tool for Running Design Experiments Directly on Production Apps
Remix is an AI tool combining Figma's design freedom with production environments, letting teams create variants via prompts in safe sandboxes and submit GitHub PRs with one click.
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·4 min
The Creator of Claude Code Shares 10 High-Efficiency AI Coding Tips
Claude Code creator Boris shares 10 practical AI coding tips in his viral talk, covering setup, prompting, planning, team collaboration, SDK usage, and multi-instance concurrency.
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·2 min
Claude Code Product Development Workflow: From Ad-Hoc Q&A to Systematic Collaboration
Explore how to systematically integrate Claude Code into product development workflows, covering context management, task decomposition, prompt templates, review loops, and team collaboration standards.
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