#layered memory
541 related articles
Product Reviews·2 min
MemPalace: An Open-Source Tool That Gives AI Agents Local Long-Term Memory
MemPalace is an open-source local memory tool that builds long-term memory for AI Agents via verbatim storage, semantic retrieval, and MCP protocol, solving the pain of starting from scratch every session.
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Tech Frontiers·2 min
DeepSeek OCR2, Kimi K2.5, and Microsoft Maia 200 All Launched on the Same Day
DeepSeek releases OCR2 replacing CLIP with an LLM as visual encoder; Moonshot AI launches Kimi K2.5 with 100+ sub-agent cluster mode; Microsoft deploys 3nm Maia 200 chip; Alibaba releases Qwen3 Max Thinking.
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Tech Frontiers·3 min
GPT-5.3 Codenamed "Garlic" Coming Soon, Claude Cowork Launches Targeting Non-Developers
OpenAI's GPT-5.3 codenamed Garlic is coming soon, Anthropic launches Claude Cowork for non-developers, plus breakthroughs in Baichuan M3 medical and SiNong agricultural AI models.
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Product Reviews·2 min
Kimi K2.6 In-Depth Review: Comprehensive Evaluation of Coding, Multi-Agent, and Frontend Development Capabilities
In-depth review of Kimi K2.6 open-source model across frontend development, multi-agent collaboration, and long-horizon tasks, covering four professional modes, 3D/SVG generation, and pricing analysis.
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Tutorials·2 min
Huawei Hermes Agent Manual Explained: Five-Layer Memory Architecture and Multi-Agent Collaboration in Practice
Deep dive into Huawei's 100-page Hermes Agent manual: five-layer memory architecture solving AI amnesia, self-evolution loops for continuous optimization, and multi-agent collaboration engineering.
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Tutorials·3 min
Enterprise AI Agent Four-Layer Architecture Design and PDCA Continuous Optimization Practical Guide
Deep dive into enterprise AI Agent four-layer architecture design (User, Gateway, Agent Service, Capability layers) with PDCA optimization methodology and dual manual+automated evaluation for production-grade Agent systems.
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Tutorials·2 min
Coze Platform AI Agent Development Tutorial: 15 Hands-On Projects for Beginners
A beginner's guide to AI Agent development on ByteDance's Coze platform — 15 no-code hands-on projects covering content creation, education, design, and more.
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Product Reviews·2 min
Kiro AI IDE In-Depth Review: How Spec Mode Makes AI Coding More Reliable and Powerful
In-depth review of AWS's new Kiro AI IDE, covering Spec Mode, Agent Hooks, Steering, and a real WeChat mini program project comparing Kiro with Cursor.
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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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Expert Opinions·2 min
Zero-Code Browser Extension in One Day: How AI Programming Is Disrupting Traditional Learning
A developer built a browser extension in one day with zero code using AI assistance. Learn the AI programming workflow, how developer roles are changing, and new methods for learning tech efficiently.
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Product Reviews·2 min
GLM 5.1 Flagship Model Tested at 400 TPS — From Sketch to Complete App in Two Minutes
Testing Zhipu's GLM 5.1 High Speed API: a full-power flagship model at 400 Token/s. From sketch restoration to generating a complete puzzle game, verifying speed and capability combined.
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Product Reviews·2 min
Steam Controller In-Depth Retrospective: The Successes, Failures, and Technical Legacy of Valve's Touchpad Gamepad
An in-depth retrospective on the Steam Controller's design philosophy, haptic trackpad innovation, market performance, and lasting influence on Steam Deck and PC gaming input.
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Product Reviews·3 min
Smart FAQs Review: Is This AI-Powered Intelligent FAQ Customer Service System Worth Using?
In-depth review of Smart FAQs—an AI tool that upgrades traditional FAQ pages into intelligent response systems. With Shopify integration, semantic search, and custom styling, it helps reduce repetitive inquiries by 80%.
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Product Reviews·2 min
Ajelix Review: How AI Agents Solve Spreadsheet Efficiency Challenges
In-depth analysis of Ajelix, an Agentic AI office tool that uses AI Agent technology to automate spreadsheet operations, formula debugging, and data processing workflows.
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Expert Opinions·2 min
Programmer's Survival Guide in the AI Era: Who Gets Left Behind, Who Becomes More Valuable?
AI won't replace programmers, but it will eliminate low-skill ones. Learn the 5 things AI can't do, which programmers are at risk, and how to stay valuable.
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Tutorials·2 min
Harness AI Engineering Programming: A Practical Guide to the Rules + Skills + Wiki + Changes Four-Layer System
Deep dive into Harness AI Engineering Programming: a Rules + Skills + Wiki + Changes four-layer system with Claude Code for automated, controllable enterprise development.
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Tutorials·2 min
OpenClaw Lobster Assistant Beginner's Guide: From Installation & Configuration to Advanced Tips
Complete guide to OpenClaw AI agent: installation, configuration, memory & dream system, Skill extensions, and multi-lobster management with practical tips.
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Product Reviews·2 min
ChatGPT Workspace Agent Permission Controls: How Builders and Admins Collaborate on Governance
Deep dive into ChatGPT Enterprise Workspace Agent's layered permission controls, covering builder constraints, admin governance, and Human-in-the-Loop mechanisms for balancing AI automation with security.
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Product Reviews·2 min
GPT-4 Thinking In-Depth Review: Real-World Testing of Coding, Agent, and Writing Capabilities
In-depth review of GPT-4 Thinking's real-world performance in coding bug fixes, AI Agent research, and academic writing, compared with Gemini and Claude.
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Expert Opinions·2 min
The Three Costliest Technical Decision Mistakes in Embedded Development
Three costliest embedded development mistakes: choosing chips by price alone, lacking software architecture planning, and refusing timely refactoring. Avoid short-term traps that multiply long-term costs.
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