#cognitive framework
1303 related articles
Deep Dives·2 min
How to Add Deep Research Skills to AI Agent Frameworks: NVIDIA's Skill-Based Architecture Explained
Explore NVIDIA's Deep Research Skill approach for embedding deep research capabilities as skill modules into AI Agent frameworks like Claude Code and LangChain, enabling goal decomposition, multi-source retrieval, and knowledge synthesis.
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Tech Frontiers·2 min
AI Weekly | OpenAI Codex Upgrade, Xiaomi Open-Sources Autonomous Driving Model, NVIDIA Open-Sources 2.6B Parameter World Model
This week's AI roundup covers NVIDIA's 2.6B parameter world model, Xiaomi's open-source autonomous driving model, OpenAI Codex upgrades, and Anthropic's $900B valuation funding round.
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Tutorials·2 min
Using AI to Debug AI: Three Battle-Tested Patterns from Incident.io
Incident.io shares three battle-tested patterns for using AI to debug AI: Agent-driven Eval workflows, debug UI as file systems, and AI analysis pipelines for complex system debugging.
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Tutorials·1 min
Programmers Building One-Person Companies with AI: A Practical Guide from Side Project to Super Individual
Based on Anthropic's official startup handbook, a deep dive into how programmers can build one-person companies with AI tools — from side projects to super individuals.
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Product Reviews·1 min
Echo Agent Deep Dive: A Self-Hosted AI Agent Operating System
Deep dive into Echo Agent, a self-hosted AI Agent OS featuring four-role collaboration, cognitive memory systems, LLM-driven security approval, and A2A/MCP protocol support.
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Tutorials·2 min
5 Fatal AI Agent Failure Modes: A Practical Guide to Safe Architecture Design
Deep dive into 5 fatal AI Agent failure modes: infinite loops, tool hallucination, context explosion, error cascades, and permission escalation — with practical safety architecture solutions.
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Product Reviews·1 min
GPT-5.5 Deep Dive: Coding, Automation & Agent Capabilities Tested
Deep dive into GPT-5.5: from chat assistant to autonomous agent. 20-minute coding tasks, end-to-end workflow automation, benchmarks, pricing & safety.
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Tutorials·5 min
What to Do When Your Windsurf Free Credits Run Out? A One-Click Account Switching Plugin for Unlimited Refills
What to do when Windsurf free credits run out? This article details a seamless account-switching plugin that auto-switches accounts with one click — no logout, passwords, or Token copying needed.
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Deep Dives·3 min
Should AI Output Markdown or HTML? Two Dimensions to Help You Choose Quickly
Should AI output Markdown or HTML? This article provides a clear format selection framework using two dimensions—content maintenance lifecycle and reading comprehension efficiency—with practical scenarios and a comparison table.
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Tutorials·4 min
AI Agent Memory Architecture Design: Four-Layer Partitioning + Bitemporal Modeling Practical Guide
A deep dive into production-grade AI Agent memory architecture covering four-layer partitioning, bitemporal modeling, and skill extraction to eliminate hallucinations and historical amnesia.
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Product Reviews·3 min
Jules Review: Is Google's Free AI Coding Agent Worth It? A Deep Comparison with Cursor
Deep review of Google's free AI coding agent Jules — covering GitHub integration, async coding, voice summaries, and a full comparison with Cursor and GitHub Copilot.
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Product Reviews·3 min
Guyu Maker Learning Mode: Simplifying Programming for Beginners by Doing Less
Guyu Maker's Learning Mode hides unnecessary blocks and simplifies the coding interface, helping beginners focus on program logic. Teachers use share codes to control block sets for progressive, scaffolded programming instruction.
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Product Reviews·2 min
PPT Flag Studio: 4 AI Agents Collaborating to Generate Interactive HTML Presentations in One Click
PPT Flag Studio uses 4 AI Agents in a collaborative workflow to generate interactive HTML presentations from raw materials—featuring narrative extraction, structure planning, expression polishing, and HTML rendering.
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Tech Frontiers·2 min
Malta Offers Free ChatGPT to All Citizens: A Deep Dive into OpenAI's First National AI Partnership
OpenAI partners with Malta to provide free ChatGPT Plus to all 570,000 citizens for one year. A deep analysis of this first-ever national AI adoption program and OpenAI's global government strategy.
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Expert Opinions·2 min
AI Works Around the Clock — So Now Humans Are on Call 24/7?
When AI Agents work 24/7, humans aren't freed — they're on permanent standby. From Codex to mobile coding, work boundaries are vanishing. Is this digital servitude?
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Product Reviews·3 min
5 Hidden Gem Productivity Tools: AI Coding Assistants, GPS Tracking, Direct Official Site Navigation
5 curated productivity tools: Ping Island integrates AI coding agents into Mac's notch, Petadex virtual pets accompany coding, GPS Logger for power-efficient tracking, DataVal for AI tutorials, and Direct Official Site for safe navigation.
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Expert Opinions·4 min
Using AI All Day But Still Not More Productive? You're Chatting, Not Using an Agent
Using Doubao, Kimi, or ChatGPT daily but still overwhelmed? The problem isn't AI — it's how you use it. Learn the key difference between AI chat and AI Agents, and how to shift from talking to AI to having AI actually do the work.
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Tutorials·3 min
2026 AI Learning Roadmap: 3 Proven Paths + A 4-Step Action Checklist (With Complete Technical Framework)
How to learn AI in 2026 without wasting time? This guide covers 3 proven paths — AI Agent customization, vertical specialization, and full-stack LLM development — plus a 4-step action checklist.
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Deep Dives·4 min
AI Agent Skill Architecture Breakdown: Decision Layer + Encapsulation Layer + Execution Layer Practical Guide
Deep breakdown of AI Agent Skill's three-layer architecture: decision layer dynamic routing, encapsulation layer SOP standardization, and execution layer state machine self-healing, with practical solutions for context explosion, error recovery, and generality balance.
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Tutorials·3 min
3 Prompting Strategies to Guide AI Toward Original Solutions | With Rocket Thruster Case Study
How to use prompt engineering to make AI break from conventional solutions and create unique paths? This article details three strategies—exclusion, constraint-driven, and multi-round iteration—with a real generative design rocket thruster case.
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