#task planning
2266 related articles
Product Reviews·1 min
Kiro In-Depth Review: Breaking Down Amazon's AI Coding Tool and Its Four Core Features
In-depth review of Amazon's AI coding tool Kiro, covering its four core features: Specs, Agent Hooks, Steering, and Checkpoint, plus a free trial guide.
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Tutorials·3 min
Developing a Game Auto-Farming Script: A Hands-On Guide with Template Matching + Behavior Trees
A complete walkthrough of building a game auto-farming script using template matching and behavior trees, covering asset capture, workflow design, and delay control.
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Tutorials·2 min
Pi Agent in Practice: A Complete Guide to the Minimalist Terminal AI Coding Assistant
Hands-on experience with Pi Agent, an open-source terminal AI coding assistant, covering agents.md config, Terraform automation, and session management for DevOps engineers.
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Tutorials·2 min
Codex /goal Command Tutorial: A Practical Guide from AI Q&A to Automated Task Execution
Learn how to use Codex CLI's /goal command with a five-part goal template, suitable task types, and best practices for shifting from prompt engineering to task engineering.
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Product Reviews·2 min
Deep Dive into Warren: A Fully Autonomous AI Coding System Where One Person Uses Agents to Handle the Entire Development Workflow
Deep dive into Warren, a fully autonomous AI coding system. Learn how developer Jim West uses multi-agent collaboration to automate the entire pipeline from intent definition to production deployment.
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Industry Insights·2 min
GPT-5.5 Reduces Error Rate by 46% in Databricks Document Parsing: Real-World Data and Architecture Breakdown
Databricks tests show GPT-5.5 cuts error rates by 46% in complex document parsing, the only model to break 50% accuracy. Detailed analysis of its breakthroughs in numerical parsing and multi-agent architecture.
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Tutorials·3 min
Open Code Practical Guide: Building an AI Coding Team with Multi-Agent Systems
Deep dive into Open Code's core architecture: main agents, sub-agents, Skills extensions, JWT security, and multi-platform deployment for building efficient AI coding teams.
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Tutorials·2 min
Claude Code Installation & Usage Guide: Quick Start with Terminal, Web & IDE Modes
A detailed guide to installing and using Claude Code in three modes — Terminal, Web, and IDE — with cost-saving tips and common pitfall solutions for beginners.
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Product Reviews·2 min
Claude Code vs Codex Hands-On Comparison: What 100 Hours of Deep Testing Reveals
100+ hours of hands-on testing comparing Claude Code and ChatGPT Codex across customization, performance, token usage, and cost with real-world benchmarks.
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Tutorials·2 min
Claude Code + PRD + Figma: A Complete Method for One Person to Build Enterprise-Level Frontend Prototypes
A complete guide to using Claude Code Plan mode, PRD five key elements, and Figma client to build enterprise-level frontend prototypes solo — no MCP required.
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Product Reviews·2 min
Codex vs Claude Code Real-World Comparison: How Big Is the Gap at the $20 Tier?
One month of parallel testing comparing OpenAI Codex and Claude Code across pricing, code quality, context window, ecosystem, and killer features at the $20 tier.
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Expert Opinions·2 min
The Execution Paradox of AI Coding Agents: Why They Talk the Talk but Don't Walk the Walk
AI coding agents excel at explaining why to do something but often fail to actually do it. This article analyzes LLM analysis paralysis and offers strategies for developers.
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Product Reviews·2 min
OpenClaw Hands-On Review: An AI Agent That Controls Your Computer — A New Benchmark for Office Automation
In-depth review of OpenClaw AI Agent: it takes over your keyboard and mouse to operate your computer directly. Covers environment setup, data scraping, file management, security, and cross-platform support.
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Tutorials·2 min
Codex + WX-CLI: Build a WeChat Group AI Secretary That Auto-Summarizes Chats
Step-by-step guide to building a WeChat group AI secretary using OpenAI Codex and WX-CLI — no coding required. Auto-monitor chats, filter keywords, and get scheduled AI summaries.
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Product Reviews·2 min
Trae Solo Mode in Action: Building a Complete Indie Product from Scratch in Two Hours
Hands-on test of Trae Solo mode: building and deploying a complete Happy Calculator in two hours through natural language dialogue, exploring how AI tools lower indie development barriers.
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Deep Dives·2 min
The Five-Layer Architecture of the AI Industry Chain Explained: A Complete Breakdown from Application to Energy
Deep dive into the AI industry's five-layer architecture: application, model, infrastructure, chip, and energy layers. Understand the full AI landscape.
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Tutorials·3 min
Agent Skills Explained: Structure, Core Principles, and Practical Application Guide
Deep dive into AI Agent Skills: their concept, core structure (skill.md, references, scripts, assets), and practical use cases to help you master the complete learning path from understanding to customizing Skills.
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Tutorials·2 min
Hermes Agent Development in Practice: From Installation & Configuration to Lark Integration and Code Review
A practical guide to the Hermes enterprise AI Agent framework: installation, MCP protocol integration, Lark bots, news aggregation, and automated code review.
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Tutorials·1 min
AI Agent Background Task Mechanism: Non-Blocking Slow Operations, Double Your Development Efficiency
Learn how AI Agent background task design patterns use daemon threads + notification queues to keep slow operations like npm install and Docker builds from blocking the Agent reasoning loop.
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Tutorials·2 min
5 Real Cases of Ordinary People Making Money with AI: A Replicable Path to $2,000+/Month
5 real cases of ordinary people monetizing AI tools — covering AI writing, design, and agent development — with replicable methods for earning $2,000–3,000+/month.
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