#spreadsheet data verification
48 related articles
·5 min
Turn PRD into XMind Test Cases with One Click Using Cursor — 10x Efficiency Boost
A must-read for test engineers: use Cursor's custom Skills to auto-generate test cases covering positive, negative, and boundary values from PRDs, output as Markdown linked to XMind, adapting to functional, interface, and performance testing.
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·5 min
AI-Native Team Practices: How Anthropic Engineers Achieved an 8x Productivity Boost
Anthropic's Fiona Fung shares how AI tools drove an 8x increase in engineer code output, and how AI-native teams are rethinking management, quality, and collaboration.
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·7 min
A New Core Skill for Programmers: How to Effectively Lead Your AI Agent Dev Squad
Coding alone isn't enough anymore. Learn the 5 key steps to commanding AI Agents—define outcomes, split tasks, provide context, iterate small, and keep humans in the loop.
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·3 min
Complete Guide to Codex /goal Command: Making AI Execute Long Tasks Without Cutting Corners
Deep dive into OpenAI Codex's /goal slash command: four core mechanisms that prevent AI "fake completion," enforce stop conditions, and support task resumption. Includes full prompt structure and permission configuration for complex automation tasks.
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·3 min
Five Key Use Cases for OpenAI Codex: From Writing Code to Automating Entire Workflows
Deep dive into OpenAI Codex's five core use cases as an AI automation system: video production, code development, design-to-product, computer control, and office document automation.
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·3 min
Claude Code + Skills: Auto-Generating Test Cases in 10 Minutes — A Practical Guide
Learn how to use Claude Code's Skills system to auto-generate test cases from requirements docs in 10 minutes through a three-phase workflow of splitting, extraction, and generation.
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·3 min
Hand-Written VBA Code vs. AI Voice Programming: How Big Is the Efficiency Gap Really?
A real-world Excel case comparing formulas, hand-written VBA, and AI voice programming for merging names by department — revealing massive efficiency gaps.
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·3 min
Trae + WPS: Building a Zero-Code JSA Login Authorization System — A Practical Tutorial
Learn how to use Trae AI programming tool with WPS Bitable to build a JSA login authorization system with zero handwritten code, covering online tables, Web API auth scripts, and remote user management.
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·2 min
MiniMax M3 Hands-On Comparison with GPT, Claude, and Gemini: Who Wins Across Five Real-World Tasks?
Hands-on comparison of MiniMax M3 vs Claude, GPT Codex, and Gemini across five real tasks: web generation, coding, earnings analysis, video understanding, and Computer Use.
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·3 min
Google CEO Pichai Admits AI Coding Gap, Details Catch-Up Strategy and AGI Outlook
Google CEO Sundar Pichai admits Google lags in AI coding, details its catch-up strategy involving data flywheels, addresses Gemini controversies, and shares his evolving views on AGI.
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·3 min
The Illusion of Vibe Coding: Why Programming Beginners Shouldn't Get Hooked on AI Conversational Coding
Deep analysis of Vibe Coding: why beginners generating code through AI chat are just producing digital waste, and the right path to learning programming with AI tools.
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Industry Insights·3 min
Gemini Membership Gray Market Scams Exposed: The Real Risks Behind 'Free Access' Tutorials
Exposing Gemini membership gray market scams that exploit Google I/O hype, analyzing account security and legal risks, and providing legitimate ways to access Gemini premium services.
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Tutorials·2 min
Five Mastery Levels of Claude: From Basic Q&A to Architect-Level Autonomous Systems
Based on 400+ hours of hands-on experience, a systematic breakdown of five progressive Claude mastery levels: from basic Q&A to architect-level autonomous systems with specific methods for each.
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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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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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Expert Opinions·3 min
Replit CEO Interview: AI Coding Models Are Plateauing, the SaaS Apocalypse Is Happening Now
Replit CEO Amjad Massad on AI coding models hitting a ceiling, competition shifting to product engineering, SaaS being replaced by AI Agents, the death of the IDE, and multi-model orchestration.
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Tutorials·4 min
Machine Learning for Absolute Beginners: A Complete Learning Path from Overview to Practice
A beginner-friendly machine learning tutorial covering AI overview, NumPy, Pandas, Matplotlib, and hands-on cases. Master ML fundamentals in three days through five systematic modules.
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Tutorials·2 min
Claude Code /goal Command Explained: Dual-Agent Architecture for Fully Autonomous AI Task Completion
Deep dive into Claude Code's /goal command: dual-agent architecture, auto-approve setup, finish line writing tips, and cost control strategies for fully autonomous AI task completion.
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Industry Insights·3 min
AI Conversational Programming vs. RPA: Revolution or Complementary? A Deep Dive into Capability Boundaries
Can AI conversational programming replace RPA? Deep analysis of AI's strengths in simple tasks vs. limitations in complex workflows, user return-to-RPA trends, and the future of AI+RPA hybrid automation.
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Tutorials·3 min
Enterprise RAG Implementation: Architecture Principles and Production-Grade Optimization Guide
Complete guide to enterprise RAG architecture covering data indexing, vectorization, and retrieval optimization. Practical insights on chunking strategies, hybrid retrieval, and hallucination control for production-grade LLM applications.
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