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Digital Sovereignty in the Age of Centralization
Research

Digital Sovereignty in the Age of Centralization

Why user-controlled systems need both technical and institutional design.

Random Walk TeamDecember 20, 202420 min read

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Technical notes organized for fast scanning and deeper evaluation.

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OpenAI Symphony 揭秘:AI 代理革命,如何让项目自动编码未来?
Ai

OpenAI Symphony 揭秘:AI 代理革命,如何让项目自动编码未来?

2026年3月初,OpenAI 公布并开源了 Symphony 服务规范。这一规范定义了一种长期运行的自动化服务,能够从 issue 追踪系统中持续拉取任务,为每个任务创建隔离的工作区,并在其中运行 AI 编码代理。

Chen YuMarch 8, 202612 min read

AIOpenAIAgent+2 more
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Crypto 需要懂规矩的 Molty
Crypto

Crypto 需要懂规矩的 Molty

过去一阵子,Moltbot 这类 AI 管家产品被推到了大众面前:能接入消息软件、能跑命令、能读写文件、能用技能/插件串工作流,还能靠持久记忆越用越像你。

Chen YuJanuary 28, 20268 min read

CryptoAIAgent+1 more
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個体のパノプティコン
Research

個体のパノプティコン

可読性・自己立法・技術理性についての一考察

Chen YuJanuary 18, 202610 min read

PhilosophySurveillanceAutonomy+1 more
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Building Reliable RAG Pipelines
Ai

Building Reliable RAG Pipelines

A production-oriented guide to retrieval, reranking, evaluation, and response quality.

Random Walk TeamJanuary 5, 202515 min read

RAGLLMVector Databases+3 more
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Digital Sovereignty in the Age of Centralization
ResearchFeatured stories

Digital Sovereignty in the Age of Centralization

Why user-controlled systems need both technical and institutional design.

Random Walk TeamDecember 20, 202420 min read

Digital SovereigntyDecentralizationPrivacy+3 more
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Post-Microservices Architecture
ArchitectureFeatured stories

Post-Microservices Architecture

How actor-style patterns reduce coordination cost in distributed systems.

Random Walk TeamJuly 15, 20248 min read

ArchitectureDistributed SystemsMicroservices+1 more
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UTXO-Centric Modeling for Blockchain Applications
Crypto

UTXO-Centric Modeling for Blockchain Applications

Why output-centric thinking improves scalability, auditability, and control.

Random Walk TeamJanuary 10, 202412 min read

UTXOBlockchainBitcoin+3 more
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Data Contracts: The Foundation of Reliable Analytics
Data

Data Contracts: The Foundation of Reliable Analytics

How explicit data agreements reduce breakage, ambiguity, and downstream cleanup.

Random Walk TeamDecember 28, 202310 min read

Data EngineeringAnalyticsData Quality+2 more
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Product Engineering: Beyond Feature Factories
Product

Product Engineering: Beyond Feature Factories

A technical note on building products that stay operable after launch.

Random Walk TeamDecember 15, 202314 min read

ProductEngineeringExecution+2 more
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Themes

Common implementation themes across architecture, AI, crypto, and data work.

AIOpenAIAgentEngineeringAutomationCrypto

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