#model validation
2022 related articles
Tutorials·4 min
Vibe Coding in Practice: From Idea to Deployment in Just Five Steps
A detailed guide to the complete Vibe Coding workflow: design UI with Google Stitch, generate frontend with AI Studio, build backend with AntiGravity—go from idea to deployed app in five steps with zero coding experience.
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Tutorials·2 min
Anthropic Engineer Shares Four Golden Rules for Vibe Coding
Anthropic's coding agent lead shares four core principles for Vibe Coding in production: be AI's product manager, use it at leaf nodes, focus on verifiability, and embrace exponential growth.
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Tutorials·3 min
Bolt + Expo in Practice: A Complete Tutorial on Developing Mobile Apps with AI-Generated Code
Complete guide to building mobile apps with Bolt and Expo: AI code generation, local debugging, EAS cloud builds, and App Store deployment steps explained.
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Tutorials·4 min
Full Breakdown: Building an APP with AI and Publishing to the App Store in 45 Minutes
How to use Cursor AI to develop an iOS APP in 45 minutes and publish it to the App Store, covering backend API development, iOS frontend, debugging tips, and effective AI communication methods.
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Tech Frontiers·2 min
Gemini Spark Officially Launches: Google Builds a Cross-Service AI Action Assistant
Google Gemini Spark launches for AI Ultra subscribers. This intelligent action assistant works across apps, shifting AI from information provider to task executor. Deep dive into its capabilities and competitive edge.
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Product Reviews·3 min
Claude Opus 4.8 Hands-On Review: A Comprehensive Evaluation of Game Development and UI Reproduction Capabilities
In-depth hands-on review of Claude Opus 4.8 across 2D tower defense, 3D game dev, UI reproduction, and tool generation, with scoring and comparison to Opus 4.7.
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Tutorials·2 min
Complete Guide to Codex Installation, Registration & Usage: From Download to VS Code Integration
Step-by-step tutorial on installing OpenAI Codex, registering with overseas phone verification, choosing plans, and integrating with VS Code for AI-powered coding.
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Product Reviews·3 min
Zion No-Code Platform Hands-On: Building a Production-Ready E-commerce Mini Program from Scratch Without Writing a Single Line of Code
Hands-on review of Zion no-code platform: building a production-ready e-commerce mini program from scratch with visual design, built-in database, workflow orchestration, AI Agent integration, and one-click multi-platform publishing.
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Industry Insights·2 min
AMD MI355X Beats B200: Full-Stack Optimization Breakdown for 5% Lower TCO on DeepSeek-R1 Inference
AMD Instinct MI355X achieves 5% lower TCO than NVIDIA B200 on DeepSeek-R1 disaggregated inference via SGLang+MoRI full-stack optimization with 1.25x per-GPU throughput.
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Product Reviews·2 min
API Aggregation Proxy Platforms Tested: One Interface to Call 100+ AI Models
Hands-on testing of an API aggregation proxy platform's model calling capabilities, including GPT-Image2 image generation, cost analysis, and coverage of 100+ models like Claude and Gemini.
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Tutorials·1 min
Context Engineering Replaces Prompt Engineering: A Guide to Boosting Programming Efficiency with Claude Code
Learn how Context Engineering replaces Prompt Engineering to boost Claude Code efficiency. Build complex multi-Agent projects with zero coding using structured context files.
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Research·3 min
MixupMP: How Data Augmentation Fixes the Uncertainty Quantification Flaws of Deep Ensembles
Deep dive into AISTATS 2024 paper MixupMP: revealing Deep Ensembles' fundamental UQ flaws and fixing them via Mixup augmentation and Martingale Posterior framework for better calibration and OOD detection.
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Product Reviews·3 min
Claude Code with MiniMax M2: Testing a Low-Cost AI Coding Solution Across Three Real Projects
Real-world testing of MiniMax M2 as Claude Code's backend model across three projects: framework migration, iOS development, and full-stack MVP — at just 8% of Claude's price.
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Industry Insights·3 min
Deep Dive into Three Major LLM Career Paths: Requirements, Tech Stacks, and Career Prospects
Deep analysis of three core LLM roles—Application Engineer, Development Engineer, and Algorithm Engineer—covering technical requirements, salary thresholds, and career prospects including RAG, fine-tuning, and inference deployment.
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Product Reviews·2 min
AI Coding Real-World Test: GPT-5, Gemini 2.5 Pro, Kimi K2, and Grok 4 All Fail at Web Scraping
Real-world test using Cursor IDE: GPT-5, Gemini 2.5 Pro, Kimi K2, and Grok 4 all fail at static web scraping while Claude leads with 126 pages. Deep analysis of why top AI models struggle.
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Tutorials·2 min
Bolt.diy + Gemini 2.0: A Complete Tutorial for Free No-Code APP Development
Learn how to use open-source Bolt.diy with Gemini 2.0 via OpenRouter to build complete apps for free with zero coding. Covers setup, hands-on demo, and pros/cons analysis.
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Tech Frontiers·2 min
Bolt Now Supports Expo: The Era of Zero-Code Native App Development Has Arrived
Bolt officially integrates Expo framework, enabling zero-code iOS and Android native app development. Learn about the Bolt+Expo technical approach and future EAS automated deployment plans.
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Tutorials·2 min
DeepSeek V3 + bolt.html: A Practical Guide to Generating Beautiful Web Pages with Zero Code
Learn how DeepSeek V3-0324 and open-source tool bolt.html combine to generate beautiful HTML pages with zero code using prompt engineering techniques.
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Tutorials·3 min
AI-Generated 2D Game Animations & Scenes: A Practical Guide for Indie Developers
Compare two AI approaches for 2D game character animation and learn how to create parallax scrolling scenes with AI tools for import into Godot engine—a cost-effective guide for indie developers.
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Deep Dives·3 min
memU Memory Framework Explained: Unifying Multi-Modal Agent Memory with a File System
Deep dive into the memU open-source memory framework: how it organizes Agent memory as a file system with three-layer semantic abstraction, dual-loop collaboration, and two retrieval modes.
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