#LLM Agent engineering
2339 related articles
Tutorials·3 min
AI Agent Model Tiered Routing Strategy: Token Cost, Hallucination Mitigation, and Practical Model Selection
Deep dive into tiered model routing strategies for AI Agent development, covering Token economics, context window degradation, Temperature uncertainty, and hallucination mitigation with practical Sonnet/Haiku/O-Pro selection.
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Product Reviews·4 min
Get Shit Done: Full Breakdown of the 60K-Star Claude Code Meta-Prompting & Spec-Driven Development System
Deep dive into Get Shit Done (GSD), a 62K-star GitHub project built for Claude Code. Covers meta-prompting, context engineering & spec-driven development.
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Product Reviews·4 min
FreeBuff Coder Review: Is This Ad-Supported Free AI Coding Assistant Actually Worth Using?
Comprehensive review of FreeBuff Coder free terminal AI coding assistant, covering its 9 sub-agents, DeepSeek V4 model routing, IPIR workflow, privacy concerns, and comparison with Claude Code.
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Tutorials·4 min
Google AI Studio 2.0 Complete Guide: Free Access to Gemini 3.1 + VO3 + Vibe Coding
Complete guide to Google AI Studio 2.0: free Gemini 3.1 Pro with 1M token context, VO3 video generation, Nano Banana image creation, Vibe Coding zero-code app building, plus monetization strategies.
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Product Reviews·4 min
Genspark VS Manus Real-World Comparison: Who Wins in 5 Key Scenarios?
Real-world comparison of Genspark and Manus AI Agents across 5 scenarios: poster design, PPT creation, research, data analysis, and web development—evaluating credits, speed, and output quality.
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Tech Frontiers·2 min
Meta Shuts Down Core Metaverse Project — An $80 Billion Lesson Learned
Meta shuts down Horizon Worlds VR after $80B investment. Google tightens Gemini CLI free access, OpenAI acquires Astro for Codex, and the Turing Award goes to quantum for the first time. 2026's full pivot to AI.
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Product Reviews·4 min
MiniMax AI Agent Review: Testing 3 Real-World Scenarios with This Free AI Agent
In-depth MiniMax AI Agent review: tested across business plans, research reports, and PPT creation. Powered by MiniMax M1 with 1M token context. Free to start.
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Tutorials·4 min
Zhipu GLM-4.5 Free Usage Tutorial: Full-Stack Development + PPT Generation + Claude Code in Practice
Complete guide to using Zhipu GLM-4.5 for free: web-based full-stack development, one-sentence PPT generation, and API integration with Claude Code for cost-effective programming workflows.
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Product Reviews·3 min
Crush CLI: The Fastest Terminal AI Coding Assistant Built with Go
Crush CLI is a Go-based terminal AI coding assistant reborn from OpenCode, featuring LSP enhancement, multi-model switching, and multi-session management. Pair it with free Qwen 3 Code for zero-cost professional AI coding assistance.
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Tutorials·3 min
Gemini 3.1 Pro + Claude Opus 4.6: The Ultimate AI Coding Combo — A Practical Guide
How to combine Gemini 3.1 Pro and Claude Opus 4.6 for AI programming: Opus handles architecture planning, Gemini executes code generation, building a Minecraft clone for free in Anti-Gravity IDE.
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Product Reviews·3 min
VS Code AI Toolkit 2.0 Deep Dive: Agent Builder + Free Access to GPT-5
Deep dive into VS Code AI Toolkit 2.0 major update, covering Agent Builder, MCP tool integration, batch testing, model evaluation, and a complete guide to using GPT-5 and Claude for free via GitHub Models.
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Tutorials·4 min
Claude Code Installation & Setup Guide: From Zero to Integrating Domestic LLMs
Complete guide to installing and configuring Claude Code: Git & Node.js setup, environment variables, bypassing network issues in China, integrating Alibaba Cloud Bailian LLMs, and a hands-on demo of all three working modes.
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Product Reviews·4 min
Trae Solo vs Cursor Real-World Comparison: Which AI Coding Tool Builds a Better Student Management System?
Real-world comparison of Trae Solo vs Cursor building a Python Flask student management system, testing architecture design, code generation speed, runtime results, and practical recommendations.
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Product Reviews·4 min
ZCF Zero-Config Code Flow Tool: Essential for Claude Code and Codex Developers
ZCF (Zero-Config Code Flow) is an open-source zero-config workflow tool for Claude Code and Codex with ~6000 GitHub Stars. Learn its architecture, features, and how it solves AI coding integration challenges.
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Product Reviews·3 min
AI Zero-Code Development of a Procurement Management System: Uploading a Requirements Document to Auto-Generate a Complete Application — A Hands-On Test
Hands-on test of AI zero-code platform generating a full procurement system from a requirements doc — supplier management, purchase orders, receiving, inventory alerts, and complete business loop.
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Deep Dives·3 min
Two Root Causes of Agent Context Rot: Distraction vs. Poisoning Explained
AI Agent getting dumber over time? Context Rot has two root causes: Distraction (attention dilution) and Poisoning (causal chain contamination). Learn symptoms, mechanisms, and remediation strategies.
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Expert Opinions·3 min
TypeScript + Zod: The Essential Skill Combo for AI Full-Stack Development
Deep dive into why TypeScript + Zod is the core tech stack for AI full-stack development. Covering type safety, unified full-stack architecture, and AI output validation for enterprise-grade workflows.
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Tutorials·4 min
Hermes Agent in Practice: Building a Memory-Persistent AI Assistant with a Four-Layer Memory System
Deep dive into Hermes Agent's four-layer memory system architecture, covering Harness Engineering principles, Lark integration, persistent memory configuration, and autonomous Skill evolution for building AI assistants that never forget.
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Product Reviews·3 min
Alibaba Qoder vs Cursor, Trae, Claude Code: In-Depth Review of 4 Major AI Coding Tools in 2025
In-depth comparison of Alibaba Qoder, Cursor, Trae, and Claude Code across architecture, features, and use cases to help developers choose the best AI coding tool.
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Product Reviews·4 min
Comparing the Top 4 AI Coding Tools: Copilot vs. Cursor vs. TRAE vs. Claude Code — Which One Should You Choose?
In-depth comparison of 2025's top 4 AI coding tools: GitHub Copilot, Cursor 2.0, TRAE Solo, and Claude Code — covering features, experience, and pricing to help developers choose.
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