#CAS
7186 related articles
·2 min
OpenAI's Cash Black Hole: Why $40 Billion in Funding Still Isn't Enough
OpenAI projects $143B in cumulative losses. Microsoft's investment is largely Azure credits, not cash. Only 2 of 11 founders remain. A deep analysis of OpenAI's funding crisis and likely acquisition.
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·1 min
Hidden Gems in OpenAI's Showcase: A Deep Dive into the Mystery Teaser
OpenAI posted a cryptic tweet hinting at hidden features in its Showcase. This article analyzes possible directions, marketing strategy, and what to watch next.
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Tutorials·2 min
Build a DIY Parts Management System with Zero Code: A Vibe Coding Case Study
Build a complete DIY parts management app using Vibe Coding with zero hand-written code. Covers categorized inventory, drag-and-drop sorting, BOM export, and the full AI programming workflow.
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Tutorials·4 min
AI Agents for Auto-Generating Excel Test Cases: From Setup to Private Deployment — A Complete Guide
Learn how to use AI agents to auto-generate Excel test cases. Covers Coze platform setup, Dify private deployment with DeepSeek + Ollama, workflow design tips, and prompt engineering for testers.
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Tutorials·4 min
Skills vs Coze vs Dify: A Hands-On Comparison — Which AI Tool Is Best for Auto-Generating Test Cases?
Hands-on comparison of Skills, Coze, and Dify for AI-powered software testing — covering auto-generated test cases from PRDs, performance reports, and Q&A bots to help testers choose the right tool.
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Tutorials·4 min
Skills vs Coze vs Dify: A Hands-On Comparison — Which AI Tool Is Best for Auto-Generating Test Cases?
Hands-on comparison of Skills, Coze, and Dify for AI-powered software testing: auto-generating test cases from PRDs, performance reports, and requirements Q&A bots.
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Product Reviews
How a 5-Person Team Reimagined the Ent…
·3 min
How a 5-Person Team Reimagined the Entire Software Development Workflow with Codex: A Real-World Case Study
How a 5-person fleet management team uses OpenAI Codex to revolutionize efficiency: non-technical staff build products independently, orchestrator pattern for layered scheduling, and verify-first mode for code quality.
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Industry Insights·3 min
Decoding Claude's New Policy: Dedicated Monthly Quota Is Actually a Massive Cut to AFK Use Cases
Deep analysis of Anthropic's new Claude subscription policy: dedicated programmatic access quotas appear beneficial but actually slash AFK automation workflow capacity by up to 96%.
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Tutorials·3 min
Codex Desktop App Hands-On Tutorial: 15 Use Cases from Beginner to Advanced
A detailed guide to 15 core use cases for OpenAI's Codex desktop app, covering file management, website development & deployment, browser control, Computer Use, Skills, MCP services, and automation.
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Tutorials·3 min
Claude Code + Skills: A Practical Guide to 10x AI-Driven Test Case Generation
Learn how Claude Code combined with Skills encapsulation enables AI-driven test case generation with 10x efficiency gains, from 33 to 400+ cases through encoded expert knowledge.
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Product Reviews·2 min
"ZhiShu Patent Practice": An AI-Powered Development Case Study for a Patent Attorney Exam Prep Mini Program
A patent professional used AI tools to independently develop the WeChat Mini Program "ZhiShu Patent Practice" for patent attorney exam prep, featuring historical questions, daily practice, and resume-from-breakpoint functionality.
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Tutorials·2 min
OpenClaw Skills Explained: The Core Skill Files for AI Test Case Auto-Generation
Deep dive into OpenClaw Skills: four core advantages including large-scale instructions, reusability, version control, and progressive loading for AI test case auto-generation.
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Industry Insights·2 min
AI Solo Companies: 5 Real Case Studies Breaking Down How to Earn $10K+/Month from Scratch
5 verified real cases show how ordinary people use AI tools to start businesses from scratch, building one-person companies earning $10K+ per month.
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Tutorials·2 min
5 Real Cases of Ordinary People Making Money with AI: A Replicable Path to $2,000+/Month
5 real cases of ordinary people monetizing AI tools — covering AI writing, design, and agent development — with replicable methods for earning $2,000–3,000+/month.
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Product Reviews·2 min
Trae SOLO Mode In-Depth Review: Comparison with Cursor and Use Case Analysis
In-depth comparison of Trae SOLO vs Cursor and Amazon Q Developer. Analyzing Trae SOLO's AI-driven end-to-end development, natural language programming, and ideal use cases for rapid prototyping and non-technical users.
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Industry Insights·2 min
"Directional Accuracy" in AI Predictions: Why It's More Valuable Than Precise Forecasting
What is directional accuracy? This article explains its core value in AI, with cases from deep learning's rise and emergent abilities in large models, exploring how to make directionally correct tech predictions.
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Tutorials·2 min
Claude Code + Skills: A Complete Hands-On Guide to Automatically Generating Test Cases from Requirements Documents
A complete guide to using Claude Code with custom Skills for automated test case generation from requirements docs, covering normalization, decomposition, multimodal extraction, review, and export.
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Product Reviews·2 min
Databox Deep Dive: AI Business Intelligence Platform — Features, Advantages & Use Cases
Deep dive into Databox, an AI-powered BI platform covering custom integrations, AI insights, and visual dashboards. Compared with Tableau and Power BI to help SMB teams choose the right analytics tool.
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Industry Insights·2 min
2025 Go Developer Survey Results: A Deep Dive into Satisfaction, Use Cases, and Challenges
Deep dive into the 2025 Go Developer Survey: developer satisfaction, cloud-native and AI use cases, error handling and generics challenges, IDE and AI tool trends.
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Tutorials·2 min
Building a GitHub Repo Stats Tool with a Single Prompt: An AI-Assisted Development Case Study
Simon Willison built a GitHub Repo Stats tool with a single prompt, solving the pain of not seeing commit counts on mobile. A breakdown of the implementation and prompt engineering lessons.
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