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Cognee AI 记忆平台的 5 个隐藏用法:让 Agent 拥有跨会话的持久记忆

你知道吗?GitHub 上有一个 17,889 Stars 的开源项目,能让你的 AI Agent 拥有跨会话的持久记忆——不是简单的向量检索,而是一个会自动进化的知识图谱。但大多数开发者只用它来做基础的文档搜索,完全忽略了它真正的能力。 Cognee 是一个开源 AI 记忆平台,它把知识图谱、向量搜索和认知本体论生成统一到一个记忆层中。在 2026 年,AI Agent 正从单轮对话机器人向长时间运行的自主系统演进,而瓶颈不再是模型能

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Lessons from Building an AI Video Cleanup Tool

Disclosure: I work on Collart AI. This article shares some product and engineering lessons from building our AI video cleanup workflow: Video Watermark Remover Removing something from a video sounds simple until you try

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Network Protocols for Network Management

Here is the fully consolidated, comprehensive master list of network protocols and standards dedicated strictly to Configuration, Monitoring, Reporting, and Troubleshooting. In reality everything start with purpose. Netw

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Real-Time Forex Data API by Infoway

Infoway API aggregates Forex price data from major market makers and delivers it through a unified REST and WebSocket interface. For forex, this means genuine real-time rates with latency consistently under 100ms and an

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[Boost]

Why AI Agents Make Me Reach for SQLite Takafumi Endo Takafumi Endo Takafumi Endo Follow Jun 17 Why AI Agents Make Me Reach for SQLite # sqlite # database # ai # architecture 3  reactions 2  comments 10 min read

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Building repo conventions aware coding agents

TL;DR I built klaussy-agents , an open-source CLI ( pip install klaussy-agents ) that reads your repo's conventions once and scaffolds repo-aware skills for five coding agents: Claude Code, Gemini CLI, Cursor, Codex, and

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Rest & Restfulness API Design Principles

Re presentational S tate T ransfer is an architectural style used for designing the network applications. Instead of relying on complex protocols REST relies on standard web protocols like HTTP to enable communication be

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Monitoring and Observability for Autonomous AI Systems

Monitoring and Observability for Autonomous AI Systems Autonomous AI systems—from self-driving cars to algorithmic trading bots and robotic process automation (RPA) agents—operate with minimal human intervention. When th

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Building content-automation — 2026-06-15

The Quest for Seamless Content Automation As I reflect on my recent endeavors in content automation, I am reminded of the intricate dance between technology and human intuition. My goal was to streamline the process of g

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where did the knife come from

In third grade I had to write a how-to for making a peanut butter and jelly sandwich. I thought I'd nailed it. Four steps: Get the bread. Get the peanut butter and the jelly. Spread the peanut butter on one slice, the je

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