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AI's accelerating evolution is reshaping competitive landscapes. This article analyzes which lightweight SaaS tools, middle-layer services, and labor-dependent businesses face elimination risk within 1-2 years.
T3MP3ST: The Open-Source Framework Tha…
T3MP3ST is an open-source offensive security framework that turns coding agents like Claude Code and Codex into autonomous red team tools. Achieves 90.1% pass@1 on XBEN, supports Web pentesting, CVE discovery, and smart contract auditing.

Hands-on review of AI batch video editing tools covering smart footage splitting, mashup creation, multi-ratio adaptation, AI voiceover, and voice cloning to boost video production efficiency.

A developer generated a complete 3D Plants vs. Zombies game using only natural language on AI platform Codewisp — multiple plant/zombie types, 8 levels, sandbox mode, zero code written.

Hands-on test of OpenAI Codex autonomously completing the full video production pipeline — from script planning and coding to audio, subtitles, and rendering — with zero human code.

Use Claude Code's Skill mechanism and Remotion to auto-generate video chapter progress bar animations from subtitle files. Six built-in styles, custom stickers, and one-click rendering.

How can frontend engineers transition to AI Agent development? A systematic 3-month roadmap covering AI concepts, model selection, team productivity, and Agent architecture.

A comprehensive analysis of Cursor AI IDE's core features, intelligent code generation, and context awareness vs traditional editors in completion, debugging, and refactoring.

Google NotebookLM mobile update adds three report generation features: Briefing Docs, Study Guides, and Blog Posts, letting users create professional documents from notes on the go.

A hands-on guide to Firebase AI Logic and Gemini integration, showing how to automatically break down large tasks into actionable subtasks with structured output and real-time sync.

Google Cloud ADC launches Firebase Full-Stack App Essentials template for one-click deployment of Authentication, Firestore, Cloud Functions with deep VPC, IAM, and Google Cloud integration.
TutorialsHands-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.
TutorialsHands-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.
TutorialsA detailed guide to zero-server development with Tencent Cloud CloudBase, demonstrating cloud functions, database, and storage setup through an Anime Watchlist project, powered by CoderBuddy AI for natural language-driven Serverless development and one-click deployment.
TutorialsComplete guide to ByteDance's free AI coding tool Trae: download, install, configure, and use with built-in Doubao, DeepSeek models. Native Chinese support, no VPN needed for developers in China.
Product ReviewsAI website builders let businesses launch sites without technical teams, but complex needs still require professional development. This article analyzes use cases, limitations, and decision-making advice.
Product ReviewsTechnical breakdown of an AI auto-chatbot for Soul social platform, covering message listening, affective computing, human-like reply timing, cross-platform expansion, and ethical implications.
Product ReviewsHands-on review of a conversational zero-code AI website builder that generates full-stack apps from natural language. Supports plugins, multi-device, and source code download.
TutorialsA step-by-step guide to building a business website with zero code using Alibaba Cloud Website Builder, covering visual editing, auto layout detection, and AI-assisted publishing.
Product ReviewsIn-depth review of MESA, an AI automation tool for Shopify. Build order processing, inventory, and fulfillment workflows using natural language — no coding required.