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TutorialsA hands-on guide to building a minimal Claude Code frontend from scratch, covering TypeScript+React+Ink stack, terminal UI rendering, project structure, and memory issue debugging.
Product ReviewsReal-world test of AI-generated face tracking masking tool code: Doubao produces working code on first try while GPT fails after multiple debugging rounds. Detailed comparison included.
TutorialsUsing AI Vibe Coding to port a Claude Code usage display project from GitHub to the LiChuang DevBoard (ESP32-S3), featuring pixel-art animations, real-time usage monitoring, and a Bluetooth-to-WiFi conversion.
TutorialsIn-depth analysis of how Cursor + MCP + AScript enables platform automation—covering architecture, workflow, and risk considerations for AI-powered development.
Tech FrontiersGoogle 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.
Tech FrontiersRoboflow 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.
Tech FrontiersGoogle 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.
Deep DivesAnalyzing the "worse is better" philosophy in large model architecture: why DeepSeek V4 dropped N-gram, why Transformer dominates AI, and three iron laws of simple, efficient model design.
Tech FrontiersClaude plans routes for NASA's Perseverance rover, Windsurf launches Arena Mode for in-IDE model comparison, SenseTime open-sources multimodal reasoning models, and Anthropic research reveals pros and cons of AI-assisted learning.
Tech FrontiersClaude plans routes for NASA's Perseverance rover, Windsurf launches Arena Mode for in-IDE model comparison, SenseTime open-sources multimodal reasoning models, and Anthropic research reveals pros and cons of AI-assisted learning.
Product ReviewsDeep dive into Athas IDE — a free, open-source AI code editor built from scratch on Tauri. Features Vim mode, AI completion, Git integration, and free Google Gemini support.
Expert OpinionsExploring 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.
TutorialsHow to build a fully automated invoice reimbursement system with local AI Agents, covering OCR, info extraction, and form generation with MinerU+Qwen3+Qianwen Po.
TutorialsA detailed guide to Ollama's core features: free open-source local LLM management with cross-platform support, intelligent GPU/CPU scheduling, and API integration for running DeepSeek and other open-source models locally at zero cost.
Expert OpinionsCan AI write code instantly—so is coding still worth learning? An Atlassian engineer breaks down the truth behind tech leaders' claims and AI coding limitations.
Tech FrontiersGemini 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.
Product ReviewsDeep dive into JCode, an open-source Coding Agent Harness designed for multi-Agent collaboration. Features Agent Memory, Swarm collaboration, multi-Provider access, and self-evolution with just 14ms first-frame latency and 117MB for 10 sessions.
Product ReviewsLark CLI is Feishu's official open-source CLI tool designed for AI Agents, offering 200+ commands across 17 business domains with 24 structured Skills for messaging, docs, spreadsheets, calendars, and more.
TutorialsA detailed guide to the Vibe Coding 6-Step Method: from requirements alignment and high-fidelity prototyping to technical planning, modular implementation, testing, and launch — helping non-coders build real products with AI.
TutorialsComplete guide to Z-Image model variants and ComfyUI workflow setup, using Doubao for prompt reverse-engineering to generate cinema-quality ancient Chinese beauty portraits in minutes.