#LLM debugging
1141 related articles
·2 min
Interpreting Cursor's Developer Habits Report: AI Programming Is Reshaping Software Development
Cursor releases its Developer Habits Report based on the world's most comprehensive AI programming dataset. This article analyzes how AI is reshaping software development workflows and model strategies.
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·4 min
Five Common Misconceptions in AI Agent Development: An Essential Guide Before You Start
Debunking 5 common AI Agent development misconceptions: Agents aren't smarter ChatGPTs, complexity doesn't equal power, and RAG can't cure hallucinations. Learn the right approach to building Agents.
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·4 min
Firebase AI Logic Update: Expanded Model Support and Enhanced Output Integrity Explained
Firebase AI Logic gets major updates at Google I/O, expanding AI model support and enhancing output integrity. Learn how these changes impact developers.
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·2 min
OpenAI Sites Explained: Codex One-Click Generation of Shareable Interactive Apps
OpenAI launches Sites, letting Codex transform ideas into shareable interactive apps via URL. Analysis of core value, enterprise strategy, and competitive differentiation.
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Tutorials·1 min
Spring AI Alibaba Agent Framework: Three-Layer Architecture and Learning Path
Deep dive into Spring AI Alibaba Agent Framework's three-layer architecture: Spring AI foundation, Graph framework, and Agent Framework, with a recommended learning path for Java developers.
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Tutorials·1 min
ESP-IDF Extension Integrates AI Agent: Complete Embedded Build, Flash, and Debug with Natural Language
ESP-IDF VS Code extension integrates Copilot Chat Agent mode, enabling natural language build, flash, and debug with AI-powered error analysis and fix suggestions.
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Tutorials·2 min
Getting Started with LangChain for Enterprise Development: Core Modules and Debugging Tools Explained
Detailed guide to LangChain core modules including prompt templates, output parsers, Chain invocation, LCEL expression language, and LangSmith tracing tools for LLM application development.
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Tutorials·2 min
A Guide to UI Animation: Practical Methods for AI Agent & SaaS Product Promotion
A detailed guide on UI animation for AI Agent, SaaS, and APP promotion — covering tools, design workflows, and key techniques for professional product demos.
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Product Reviews·1 min
Claude Haiku 4.5 Real-World Test: Failed All 5 Programming Tasks
Testing Claude Haiku 4.5 on 5 visual programming tasks including 3D modeling and physics simulation reveals systematic failures in reasoning, instruction following, and code quality.
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Tutorials·3 min
How Ordinary People Can Build Products with AI Programming
AI programming tools let anyone build products, but zero-experience users still struggle. Learn why Python basics and key strategies help you direct AI effectively.
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Industry Insights·1 min
No Product Fits Your Needs? Building It Yourself Is the Best Starting Point for Indie Developers
Can't find a product that fits? Building from personal pain points is the best entry for indie developers. Niche needs + AI tools = rapid product creation.
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Product Reviews·1 min
Lenovo ThinkBook 16+ R7-H255 Review: Is This $660 AI Programming Laptop Worth It?
Lenovo ThinkBook 16+ with AMD R7-H255 at $660: a 16-inch laptop for AI programming and business use. Full analysis of performance, value, and buying advice.
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Tutorials·3 min
MCP vs CLI: 40x Token Cost Difference — How AI Engineers Should Choose
In-depth comparison of MCP vs CLI architecture, Token costs (CLI ~1400 vs MCP ~54600), security mechanisms, and use cases with practical selection guidance for AI engineers.
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Tutorials·2 min
LangChain Few-Shot Prompt Templates in Practice: A Complete FewShotPromptTemplate Tutorial
Learn LangChain FewShotPromptTemplate: core parameters, implementations for text completion and chat models, and practical use cases like batch file renaming to reduce LLM hallucinations.
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Tutorials·3 min
Enterprise RAG Project in Practice: A Complete Guide from Principles to Deployment
Complete guide to enterprise RAG projects covering principles, LangChain implementation, data processing, retrieval optimization, evaluation, and cloud deployment for AI knowledge base applications.
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Tech Frontiers·2 min
Google Gemini Antigravity Weekly Quota Tripled — AI Coding Without Limits
Google Gemini triples Antigravity weekly quotas following a prior daily quota boost. Analyzing the impact on developers and its strategic significance in AI coding.
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Tutorials·3 min
Cursor Beginner's Guide: Four AI Modes & Hands-On Project Demo
A detailed guide to Cursor AI's download, installation, interface layout, four AI modes (Agent/Plan/Debug/Ask), and a hands-on demo showing how beginners can generate complete projects using natural language.
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Tutorials·3 min
Getting Started with AI Agent Development: A Complete Learning Path from Concepts to Practice
A comprehensive guide to AI Agent development for beginners, covering core concepts, market outlook, LangChain framework, RAG knowledge bases, and hands-on projects to systematically master intelligent agent development skills.
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Tutorials·3 min
Complete Guide to Building AI Agent Projects with WindSurf: Practical Tips & Techniques
Complete practical guide to building AI Agent Frameworks with WindSurf, covering technology selection, component generation, code refactoring, debugging, and deployment tips.
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Tutorials·3 min
Advanced LangGraph in Practice: Complete Guide to Agent Optimization, Evaluation, and Cloud Deployment
Deep dive into three advanced LangGraph topics: multi-agent architecture optimization, evaluation frameworks for non-deterministic AI systems, and cloud deployment with LangGraph Platform.
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