#open-source exercise data
170 related articles
·4 min
Beyond Vibe Coding: A Complete Guide to Enterprise-Grade AI Engineering
Hit the Vibe Coding ceiling? This guide covers the three-stage AI coding progression path, Claude Code vs. Codex, SuperPower SDD, and how to go from vibe coding to enterprise-grade AI engineering.
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·6 min
Vue3 from Scratch: A Hands-On Journey to Building an AI Health Monitoring System
A Vue3 beginner tutorial centered on "learn just enough, apply immediately." A three-stage path covers reactivity, Composition API, Element Plus, and data visualization, culminating in an enterprise-grade AI health monitoring system with blood sugar management, RAG consultation, and doctor-patient collaboration.
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·2 min
Ego Vision: A Deep Dive into the YOLO11-Based Driving Action Prediction System
Ego Vision is an open-source autonomous driving perception project integrating YOLO11, ByteTrack, and Depth Anything V2 to predict GO/SLOW DOWN/STOP/EMERGENCY BRAKE actions.
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TradingView MCP: Auto-Analyze Trading …
·2 min
TradingView MCP: Auto-Analyze Trading Charts with Claude AI
tradingview-mcp is an open-source MCP Server connecting Claude AI with TradingView desktop to read charts, identify patterns, and interpret indicators via natural language. 4,500+ stars.
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·2 min
AI Infrastructure or App Feature? The Architecture Debate Sparked by CogniCore
CogniCore asks: should persistent memory, context engines, and state management be standalone AI infrastructure or in-app features? A deep dive into 5 key directions and the missing middleware of the agent era.
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·3 min
Ornith 9B/35B Hands-On: A New Local Deployment Option for Code Agents
Ornith 1.0 by Deep Reinforce reinforces Qwen 3.5 for code agents. We test Ornith 9B & 35B MoE on Chinese writing, logic, and invoice OCR, with full llama.cpp deployment guide.
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·2 min
Cursor 0-Day Vulnerability: Opening a Repository Silently Executes Malicious Code — Developers Beware
A critical 0-day in Cursor AI editor lets attackers execute code just by having you open a malicious Git repo. Learn how it works and how to protect yourself.
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·4 min
MiniMax M2 Local AI Knowledge Base Test: Source Tracing, Deduplication, and Fact Verification
Build a local AI knowledge base with MiniMax M2 in OpenCode: source tracing, fact vs. opinion separation, conflict preservation, and timeliness management.
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DeepTutor: An Open-Source AI Tutoring …
·2 min
DeepTutor: An Open-Source AI Tutoring System for Lifelong Personalized Learning
DeepTutor is an open-source lifelong personalized AI tutoring system from HKUDS with 26,000+ GitHub stars. Explore its knowledge tracing, RAG, and multi-agent architecture.
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·3 min
Math Learning Path for Machine Learning: From Resource Overload to Systematic Mastery
Overwhelmed by ML math courses? This guide maps out linear algebra, calculus, and probability into a practical learning path — from core courses to reference books.
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·2 min
GLM Open-Source Model: Can a Million-Token Context Window Challenge Claude Code?
GLM open-source LLM claims 1M-token context, local deployment, and coding ability rivaling Claude Code. We break down the three key selling points and evaluate the hype vs. reality.
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Anthropic Open-Sources CWC Workshops: …
·2 min
Anthropic Open-Sources CWC Workshops: A Hands-On Guide to Claude Development
Anthropic open-sources cwc-workshops on GitHub — a TypeScript-based, structured workshop covering Prompt design, Tool Use, and Agent orchestration to help developers master Claude integration.
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·2 min
GPT-5.6 Deep Dive: Tiered Models + Multi-Agent Architecture, LLMs Evolve into Workflow Engines
GPT-5.6 isn't just a capability upgrade — it's an architectural shift: tiered models, programmatic tool calling, and multi-agent collaboration turn LLMs into workflow engines for production systems.
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GitHub Daily · July 17: AI Coding Infr…
·3 min
GitHub Daily · July 17: AI Coding Infrastructure Explodes — From Context Graphs to Vector Indexes
AI coding infrastructure explodes on GitHub: context management, code graphs, and vector indexes become the new battleground as the community shifts from apps to underlying capabilities.
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·3 min
Enterprise AI Agent Learning Roadmap: A Complete Guide from Beginner to Production
A structured AI Agent learning roadmap covering 4 stages: foundations, core frameworks, scenario practice, and advanced product thinking. Master LangChain, tool calling, memory, and more.
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·3 min
Qwen3.5 Uncensored Version Local Deployment: Run a 35B Model on Just 6GB VRAM
Run Qwen3 35B-A3B uncensored locally on just 6GB VRAM using llama.cpp and GGUF quantization. Full deployment guide, code generation tests, and Agent integration walkthrough.
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Neural Networks in SQL: A Geek Experim…
·3 min
Neural Networks in SQL: A Geek Experiment That Reveals Deep Learning's Core Principles
A developer implemented a neural network in pure SQL, including matrix multiplication, activation functions, and backpropagation. A deep dive into the technical implementation, challenges, and what it reveals about deep learning's core principles.
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Codex Encrypts Sub-Agent Prompts: The …
·2 min
Codex Encrypts Sub-Agent Prompts: The AI Black-Box Trend and What Developers Should Do
OpenAI Codex is encrypting sub-agent prompts, sparking debate about AI transparency. We analyze the motivations, community concerns, and strategies for developers navigating the black-box trend.
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·3 min
OpenAI Removes the 5-Hour Limit: Intensifying AI Subscription Competition Makes Users the Biggest Winners
OpenAI removes the controversial 5-hour usage limit and raises subscription quotas. As competition with Anthropic, Google, and others intensifies, users are winning big in the AI arms race.
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·3 min
Complete AI Agent Development Learning Path: From Core Principles to Enterprise Deployment
A structured AI Agent learning path covering core principles, prompt engineering, tool use, multi-agent systems, and frameworks like LangChain, CrewAI, and Dify for enterprise deployment.
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