#Windsurf Wave 3
54 related articles
·3 min
TraeHarness Open-Sourced: 18 AI Agents Form a Virtual Development Team
TraeHarness is an open-source multi-agent framework with 18 specialized AI Agents simulating a real software team, covering requirements, architecture, development, testing, and deployment.
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·4 min
Deep Dive into a Cursor Discount Renewal Plugin: Is 65%-Off Pay-Per-Use Legit?
Deep analysis of a third-party plugin claiming 65%-off Cursor Pro renewal. We break down its account scheduling architecture, pay-per-use model, and assess compliance risks, data security, and value for developers.
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·3 min
Deep Dive into Claude Sonnet 4: Replicating Lovable with Just Two Prompts
Deep dive into Claude Sonnet 4: replicate Lovable with two prompts, generate McKinsey-grade reports, build 2D games, and explore the AI Agent building block economy.
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·4 min
Why Engineering Teams Are Cutting AI Spending: The Shift from Hype to Rationality
More engineering teams are cutting AI spending, reassessing everything from AI coding assistants to API costs. Learn why teams are shifting from hype-driven to value-driven AI investment strategies.
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·3 min
Vibe Coding Beginner's Guide: A Complete Roadmap to Building Software with AI — No Coding Experience Required
Vibe Coding lets anyone build software using plain language instructions with AI. Learn what it is, when to use it, which tools to pick, and how to get started.
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·3 min
Xiaomi MIMO vs. Huawei Pangu AI Strategy Comparison: The Android vs. iOS Battle of the Agent Era
Xiaomi releases open-source MIMO Code while Huawei enters the Agent era with Pangu. Compare their AI strategies: Xiaomi's Android-like open ecosystem vs. Huawei's iOS-like vertical integration.
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·3 min
AI Can't Kill Old-School Programming: Why Fundamentals Are Still a Developer's Moat
Vibe Coding is trending, but can it replace solid fundamentals? A deep analysis of why core principles, systems thinking, and knowledge frameworks remain a developer's moat in the AI era.
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·2 min
GitHub Copilot Switches to Per-Token Billing: The End of AI Coding Tool Subsidies
GitHub Copilot shifts from flat monthly fees to per-token billing, potentially costing developers hundreds per day. Analysis of the change, industry trends, and open-source alternatives like Cline and Codex CLI.
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·2 min
AI Coding Far Outpaces Biology: Infrastructure Determines How Fast AI Gets Deployed
Why is AI racing ahead in coding but struggling in biology? This article analyzes the structural infrastructure gap and explores how to build Agent-friendly scientific data platforms.
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·2 min
Claude Code Goes Viral: Opportunity or Crisis for Programmers?
In-depth analysis of Claude Code's impact on programmers: efficiency gains, junior role disruption, hidden AI code bugs, and skill degradation risks. With practical advice for developers.
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·3 min
Cursor Account-Sharing "Refill" Plugins: How They Work, the Risks, and Compliant Alternatives
Deep dive into Cursor refill plugins: account pool sharing, pay-per-use billing, risks of ToS violations, privacy leaks, and bans, plus compliant AI coding alternatives.
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·2 min
OpenAI Codex Rate Limits Spark Developer Debate: Pain Points, Signals, and Coping Strategies
OpenAI Codex rate limits spark developer debate. This article analyzes core pain points, OpenAI's communication strategy, possible policy changes, and practical coping tips for developers.
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Tech Frontiers·3 min
Claude Powers NASA Mars Rover Route Planning, Windsurf Launches IDE Model Arena
Claude plans routes for NASA's Perseverance rover, Windsurf launches Arena Mode for in-IDE model comparison, SenseTime open-sources multimodal reasoning models, and Anthropic research reveals pros and cons of AI-assisted learning.
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Tech Frontiers·3 min
Claude Powers NASA Mars Rover Route Planning, Windsurf Launches IDE Model Arena
Claude plans routes for NASA's Perseverance rover, Windsurf launches Arena Mode for in-IDE model comparison, SenseTime open-sources multimodal reasoning models, and Anthropic research reveals pros and cons of AI-assisted learning.
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Tutorials·2 min
OpenSpec in Practice: Write Specs Before AI Codes, Boost Efficiency by 70%
OpenSpec is a lightweight CLI tool that generates spec documents before AI writes code using a Propose→Continue→Apply→Archive workflow. DeltaSpec reduces output by 70%, supports 30+ AI coding tools.
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Deep Dives·2 min
Getting Started with Claude Code: Three Core Capabilities and Usage Guide
A deep dive into Claude Code's core capabilities: understanding codebases, autonomously executing commands, and searching the web. Learn key concepts like context windows and permission control.
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Expert Opinions·2 min
Why AI Agent Development Is Addictive for Middle-Aged People: The Psychology Behind Flow State
More middle-aged people are getting hooked on AI Agent development tools like Cursor and Claude. This article explores the psychology of flow state behind this addiction and how to turn passion into real value.
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Tutorials·3 min
10 AI Coding Plugins Tested: From Video Animation to Product Development and Office Automation
Hands-on review of 10 AI coding plugins covering Hyperframe animation, Remotion data videos, Figma design, multi-platform development, spreadsheet/PPT automation, and Computer Use for full productivity.
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Tutorials·3 min
10 AI Coding Plugins Tested: From Video Animation to Product Development and Office Automation
Hands-on review of 10 AI coding plugins covering Hyperframe animation, Remotion data videos, Figma design, multi-platform development, spreadsheet/PPT automation, and Computer Use for full workflow enhancement.
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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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