#AI benchmark
2375 related articles
·4 min
7 Core Features of Hermes Agent Explained: The Real Reasons Users Are Abandoning OpenCore
Deep dive into Hermes Agent's 7 core features including Kanban multi-tasking, /goal deep execution, and multi-agent architecture, compared with OpenCore's stability and performance issues.
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Industry Insights·2 min
AI Product Development in Practice: Model Selection, Building Moats, and Paths to Commercialization
Practical strategies for AI product development: why not to train models from scratch, when to use APIs vs. fine-tuning, building product moats, and the full path from evaluation systems to commercialization.
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Tech Frontiers·3 min
GitHub Agent HQ Launch: AI Coding Tools Enter the Era of Platform Competition
GitHub Universe unveils Agent HQ platform for unified coding agent management, Copilot upgrades with multi-model support. OpenAI completes restructuring, Anthropic tests new model, NVIDIA open-sources AI models.
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Product Reviews·1 min
Claude Haiku 4.5 Hands-On: Coding Ability Rivals Sonnet 4 at One-Third the Cost
Hands-on testing of Claude Haiku 4.5's coding ability, comparing it with Sonnet 4.5 and Opus 4.1 across weather cards, physics simulation, and 3D rendering tasks.
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Tutorials·2 min
Cursor AI Fully Auto-Generates a Xiaomi Store Clone: Deep Dive into a Full-Stack Practical Course
Deep dive into a full-stack course using Cursor AI and Figma AI to auto-generate a Xiaomi Store clone with Spring Boot, Vue3, and UniApp for Web and WeChat Mini Program.
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Tutorials·2 min
Cursor AI Fully Auto-Generates a Xiaomi Store Clone: Deep Dive into a Full-Stack Practical Course
Deep dive into a full-stack course using Cursor AI and Figma AI to auto-generate a Xiaomi Store clone with Spring Boot, Vue3, and UniApp for web and WeChat Mini Programs.
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Tutorials·2 min
Claude Code in Action: Building a Movie Data Scraping & Display System from Scratch in 30 Minutes
A Bilibili creator used Claude Code to build a complete movie data system in 30 minutes, covering scraping, database, Spring Boot backend, and Vue frontend with practical insights on anti-scraping and model selection.
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Tech Frontiers·1 min
Gemini 3.5 Flash Achieves a Massive Leap on the GDPval Benchmark
Google Gemini 3.5 Flash surpasses Gemini 3.1 Pro on the GDPval benchmark. The lightweight Flash model leverages post-training techniques to approach frontier-level performance, redefining the balance between quality and cost.
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Tech Frontiers·1 min
Gemini 3.5 Flash Surpasses Pro in Vision Capabilities, 6x Faster Inference
Roboflow benchmarks show Google Gemini 3.5 Flash outperforms the flagship Gemini 3.1 Pro on multiple vision tasks with ~6x faster inference, delivering a cost-effective multimodal AI solution.
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Tech Frontiers·1 min
Gemini 3.5 Flash Tops the Vending Bench Cost-Efficiency Frontier
Google Gemini 3.5 Flash achieves cost-intelligence Pareto optimality on Vending Bench. Analysis of the benchmark methodology, Pareto Frontier implications, and practical significance for AI developers.
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Product Reviews·3 min
Google Antigravity IDE Deep Dive: Can This Free AI Coding Tool Replace Cursor?
Deep dive into Google's Antigravity IDE: analyzing this free AI coding tool built by the Windsurf team, its agent-first development mode, real-world performance, and full comparison with Cursor.
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Expert Opinions·3 min
Being Underestimated Is Freedom: A Contrarian Competition Philosophy for the AI Era
Exploring the contrarian strategy of 'being underestimated is freedom' in AI. From OpenAI to DeepSeek to Cursor, why staying under the radar beats standing in the spotlight.
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Tutorials·4 min
Zero-Code Project: Building a Tetris Game on a Microcontroller with Cursor + Claude
Detailed breakdown of using Cursor editor and Claude to implement a complete Tetris game on an STC8H microcontroller with OLED display — zero code written, from hardware setup to iterative optimization.
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Industry Insights·2 min
Bun Bids Farewell to Zig: AI Completes 960K-Line Rust Rewrite in 6 Days — Full Breakdown
Bun v1.3.14 may be the last Zig-era release. AI Agents completed a 960K-line Zig-to-Rust migration in 6 days with 99.8% test pass rate. Full analysis inside.
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Industry Insights·3 min
The Survival Crisis and Transformation Path for Traditional Programmers in the AI Coding Wave
Since 2025, AI-driven tech layoffs intensify with 75% of coding work coverable by AI. This article analyzes programmers' structural elimination crisis and the transformation path from code workers to AI architects.
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Deep Dives·3 min
Deep Dive into Pi's Swarm System: A Biology-Inspired Multi-Agent AI Programming Architecture
Deep dive into Pi's swarm system architecture (26K GitHub stars): scout, worker, and soldier ant roles, pheromone communication, adaptive concurrency control, and how multi-agent collaboration revolutionizes AI programming.
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Deep Dives·3 min
Deep Dive into Hermes Agent Self-Evolution: The GIPA Algorithm and Engineering Practice
Deep analysis of NousResearch's Hermes Agent Self Evolution project: GIPA genetic Pareto prompt evolution algorithm, six-step optimization loop, and five guardrail mechanisms for real-world Agent self-evolution.
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Tech Frontiers·3 min
Gemini 3.5 Pro Leak Analysis: Coding Matches GPT 5.5, Spark Agent Sparks Privacy Controversy
Gemini 3.5 Pro leak analysis: coding matches GPT 5.5, lightweight Flash achieves 92% performance at 20x lower cost. Gemini Spark as a 24/7 AI Agent raises privacy concerns amid Google's ecosystem flywheel strategy.
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Expert Opinions·3 min
Burning Money on AI with Nothing to Show? Three Hidden Pitfalls a Developer Learned After Spending $140
A developer spent $140 in Tokens probing AI's limits and identified three hidden pitfalls: using cheap models, building spaghetti projects, and creating vanity products without demand validation.
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Industry Insights·2 min
Claude Code vs OpenClaw Architecture Comparison: Deep Analysis of Two AI Agent Technical Approaches
Deep comparison of Claude Code and OpenClaw AI Agent architectures—from tool governance pipelines and security sandboxes to memory systems and multi-agent collaboration.
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