Tagged articles

task planning

11 articles · Page 1 of 1

Jun 6, 2026 · Artificial Intelligence

Introducing /supergoal: A Planning Layer for Claude Code and Codex CLI

The /supergoal plugin adds a planning and self‑healing layer to Claude Code’s /goal engine, automatically generating specifications, risk analysis, staged roadmaps, and audit checks, so developers can issue a single high‑level command and let the system handle task decomposition, execution, and verification.

AutomationClaude Codeai programming assistant

0 likes · 7 min read

Introducing /supergoal: A Planning Layer for Claude Code and Codex CLI

Sohu Tech Products

May 27, 2026 · Artificial Intelligence

6 Practical Tips for Using Codex Effectively in Research Projects

The article outlines a six‑step workflow for leveraging Codex in research tasks—starting with reading the codebase, defining clear long‑term rules, planning complex changes, verifying assumptions, resetting the session after each task, and demanding explicit validation output—to make AI‑assisted development reliable and reproducible.

AGENTS.mdAI code generationCodex

0 likes · 6 min read

6 Practical Tips for Using Codex Effectively in Research Projects

AI Large Model Application Practice

Nov 17, 2025 · Artificial Intelligence

Unlock Complex AI Agents with DeepAgents: A Hands‑On Guide

DeepAgents, the new open‑source agent framework from LangChain, extends LangChain and LangGraph with built‑in task planning, virtual file systems, long‑term memory and sub‑agent support, and this article walks through its architecture, core capabilities, detailed code examples, and future roadmap.

AI agentsDeepAgentsLangChain

0 likes · 15 min read

Unlock Complex AI Agents with DeepAgents: A Hands‑On Guide

Alibaba Cloud Developer

Oct 22, 2025 · Artificial Intelligence

Why Human‑Designed Task Planning Beats Fully Autonomous AI Agents in Enterprise Databases

This article examines the architecture of AI agents, compares fully autonomous task planning with human‑crafted planning in Alibaba Cloud's RDS AI Assistant, presents real‑world accuracy data, and proposes a hybrid, case‑library‑driven approach to achieve reliable, explainable, and repeatable database operations.

AI AgentDatabase operationstask planning

0 likes · 18 min read

Why Human‑Designed Task Planning Beats Fully Autonomous AI Agents in Enterprise Databases

NetEase LeiHuo Testing Center

May 23, 2025 · Game Development

How Project Management Thinking Boosts QA Efficiency in Game Development

This article explains how applying systematic project‑management thinking—defining projects, setting clear goals, planning, risk management, execution, and review—helps game QA teams clarify requirements, break down tasks, schedule work, mitigate risks, and improve overall development efficiency and product quality.

Game DevelopmentQARisk Management

0 likes · 30 min read

How Project Management Thinking Boosts QA Efficiency in Game Development

AI Large Model Application Practice

May 12, 2025 · Artificial Intelligence

Which AI Agent Planning Strategy Wins? ReAct, Plan‑and‑Execute, Static Workflow & Hybrid Models Compared

This article examines five major LLM‑driven AI agent planning and execution patterns—ReAct, Plan‑and‑Execute, Static Workflow, Static Workflow with local intelligence, and modular hierarchical planning—detailing their mechanisms, code examples, strengths, weaknesses, suitable scenarios, and optimization techniques.

AIPlan-and-ExecuteReAct

0 likes · 17 min read

Which AI Agent Planning Strategy Wins? ReAct, Plan‑and‑Execute, Static Workflow & Hybrid Models Compared

Sohu Tech Products

Apr 2, 2025 · Artificial Intelligence

Solving Context Window Limitations in AI Coding Agents with Memory Bank

The article proposes a two‑step approach—constraining each coding‑agent task to fit within the LLM’s context window and using a “Memory Bank” of structured project files to persist and share essential information across rounds—illustrated with Cline’s plan and execution modes to prevent information loss and repetitive bugs in large‑scale AI‑driven development.

AI coding agentClineContext Management

0 likes · 9 min read

Solving Context Window Limitations in AI Coding Agents with Memory Bank

Tencent Cloud Developer

Nov 8, 2023 · Artificial Intelligence

Comprehensive Overview of AI Agents: Concepts, Technical Frameworks, and Applications

The article surveys modern AI agents—software entities powered by large language models that perceive multimodal inputs, reason via brain modules, act through tools or embodied actions, employ retrieval‑augmented generation and chain‑of‑thought planning, and can operate singly (e.g., AutoGPT) or collaboratively via frameworks like Microsoft’s AutoGen—while highlighting current challenges such as controllability, memory limits, parallelism, and reliability.

AI agentsAutoGenMulti-Agent Systems

0 likes · 34 min read

Comprehensive Overview of AI Agents: Concepts, Technical Frameworks, and Applications

Baobao Algorithm Notes

Oct 23, 2023 · Artificial Intelligence

Why Multimodal AI Agents Could Be the Next Killer App for Large Models

The article recounts a personal test of a multimodal AI agent in Newport Beach and expands into a detailed analysis of current multimodal LLM architectures, memory mechanisms, task planning, tool usage, personality modeling, cost constraints, evaluation challenges, and the broader social and reliability implications of deploying such agents.

AI agentsEvaluationMultimodal

0 likes · 44 min read

Why Multimodal AI Agents Could Be the Next Killer App for Large Models

Qunhe Technology User Experience Design

Sep 3, 2021 · Product Management

Mastering Design Task & Project Management: Proven Strategies for Designers

Designers often face endless graphics and urgent requests, leading to missed tasks and rework; this article shares practical task‑management techniques using tools like Evernote and TickTick, alongside project‑management tactics such as prioritization, risk handling, communication, and iterative planning to streamline design workflows.

Design Managementproduct designproject workflow

0 likes · 10 min read

Mastering Design Task & Project Management: Proven Strategies for Designers

MaoDou Frontend Team

Jul 18, 2019 · Fundamentals

Boost Your Coding Efficiency: Master Fundamentals and Smart Time Management

The article shares practical strategies for programmers to boost efficiency, emphasizing solid fundamentals, thorough documentation reading, thoughtful planning with sketches, disciplined task lists, regular reflection, focused work sessions, healthy sleep and exercise, and dedicated learning time to overcome common productivity anxieties.

Programming Fundamentalsdebuggingproductivity

0 likes · 7 min read

Boost Your Coding Efficiency: Master Fundamentals and Smart Time Management