#planning
2030 related articles
·2 min
OpenAI Reportedly Planning Major Price Cuts: A Direct Strike at Anthropic's API Market
OpenAI is reportedly in internal discussions about major API token price cuts targeting Anthropic's user base. We analyze the market logic, developer impact, and where AI infrastructure competition is headed.
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The Evolution of Coding Agents: A Para…
·2 min
The Evolution of Coding Agents: A Paradigm Shift from Reactive Response to Proactive Planning
Coding agents are evolving from reactive code completers to proactive planners. Explore the "think ahead of time" paradigm, Plan-and-Execute architecture, and its impact on developer workflows.
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·3 min
SlickToken: A Deep Dive into GPU Fleet and Agentic Workflow Planning
SlickToken is a GPU fleet and agentic workflow planning tool for AI teams, supporting offline simulation, load testing, and capacity planning—no internet required to protect enterprise data.
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·2 min
Andrew Ng on AI Agent Planning Pattern: How LLMs Autonomously Create Execution Plans
Andrew Ng explains the AI Agent Planning Design Pattern: how LLMs autonomously create step-by-step execution plans using tools, with real-world examples and current limitations.
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·4 min
Godot Game AI Development: Building Autonomous NPC Planning with GOAP
A deep dive into building a GOAP (Goal-Oriented Action Planning) AI system in Godot — moving beyond FSMs and behavior trees to enable autonomous NPC planning. Covers core mechanics, extensions, and real-world test cases.
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·4 min
Building AI Agents in Excel: A Hands-On Tutorial for Task Planning and Decomposition
Learn how to give AI agents task planning capabilities through prompt engineering, implementing automatic decomposition and execution of complex data analysis in Excel.
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·3 min
Running Low on Codex Credits? Offload Planning Tasks to ChatGPT to Save Tokens
Learn how to use the Codex Pro open-source project to offload Token-heavy planning tasks to ChatGPT while Codex handles local execution, optimizing your AI coding workflow.
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·2 min
ChatGPT Schedule Planning Feature Explained: How AI Helps Teams Organize Work Efficiently
A deep dive into ChatGPT's schedule planning feature: coordinate team schedules and assign tasks through natural language. Learn AI planning strategies and practical tips to boost collaboration.
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·2 min
UK Pilots AI Planning Approval System: Processing Time Expected to Be Cut by 50%
The UK government pilots an AI planning approval system with DSIT, MHCLG, and i.AI, aiming to cut housing planning processing time by 50% through automated document review and intelligent triage.
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·3 min
Building a Travel Route Planning Mini-Program with AI in One Day: A Full Workflow from Design to Launch
Learn how to build a complete travel route planning WeChat Mini-Program in one day using AI tools like Modao AI and Cursor, covering UI design, code generation, debugging, and deployment.
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·3 min
Planning with Files: Solving AI Coding's "Amnesia" Problem with Three Files
Planning with Files uses three Markdown files and Hooks to solve the context loss problem in AI coding tools like Claude Code and Cursor during long tasks.
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·2 min
Claude Code + Codex: The Most Reliable Division of Labor — A Three-Phase Approach of Planning, Execution, and Review
A detailed guide to the Claude Code and Codex collaborative workflow: Claude Code handles architecture planning and code review, while Codex handles execution. Boost dev efficiency through standardized handoffs.
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Tech Frontiers·3 min
Claude Powers NASA Mars Rover Route Planning, Windsurf Launches IDE Model Arena
Claude 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.
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Tech Frontiers·3 min
Claude Powers NASA Mars Rover Route Planning, Windsurf Launches IDE Model Arena
Claude 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.
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Research·2 min
AI Gaming Showdown: O3 Pro Demonstrates Stunning Planning Capabilities
Researchers tested major AI models with Tetris, Super Mario, and Sokoban. O3 Pro showed unprecedented planning ability, becoming the only model to clear all levels. Game testing reveals AI's evolution from pattern matching to strategic thinking.
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Tutorials·4 min
Manus AI Agent Side Hustle Monetization Guide: From Knowledge Base to Personalized Path Planning
Learn how to use the Manus AI agent to build a personal knowledge base and generate personalized side hustle monetization reports with three working modes, prompt templates, and practical examples.
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Deep Dives·2 min
Using AI for Planning? You're Falling Into the 'Always Agreeing' Trap
A game designer tested Doubao, GPT, and Gemini and found they always agree with you. This sycophancy bias turns AI into an echo chamber accelerator. Learn four principles for using AI correctly.
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Tutorials·2 min
Java Developers: The Complete Guide to Moving from Small Companies to Big Tech — Tech Stack Planning & Interview Preparation
How can Java developers move from small companies to big tech? This guide covers career path planning, resume repair strategies, 2025's three core Java tech stacks, and a 6-month upgrade plan.
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·4 min
Full Anatomy of AI Agent Intrusion Attack Chains: From Prompt Injection to Data Exfiltration
Deep analysis of Hugging Face's frontier lab AI agent intrusion report, covering indirect prompt injection, lateral movement, data exfiltration, and defense-in-depth strategies for AI agent security.
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·3 min
Complete Guide to Running Claude Code with Ollama: API Error Troubleshooting & Local Model Optimization
Guide to running Claude Code via Ollama locally: troubleshooting API errors, output token limits, model freezes, with model selection, parameter tuning, and alternative tool recommendations.
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