#multi-tenant architecture

89 related articles

Jul 14, 2026·3 min

AgentScope 2.0 Deep Dive: Six Core Upgrades for Production-Grade Multi-Agent Development

AgentScope 2.0 by Alibaba's Tongyi Lab delivers six major upgrades: typed event streaming, dangerous instruction interception, human-in-the-loop, concurrent execution, workspace system, and agent-as-a-service for production-grade multi-agent development.

Jul 13, 2026·3 min

PostgreSQL Lock Contention: The Root Cause and Solutions for High-Concurrency Scalability Bottlenecks

An in-depth analysis of PostgreSQL's lock scalability bottlenecks under high concurrency: LWLock contention, the cost of the multi-process model, negative scaling, and practical strategies like connection pooling, transaction optimization, and horizontal scaling.

Jul 12, 2026·4 min

AI Persistent Memory Three-Layer Architecture Explained: In-Depth Comparison of Mem0, Zep, and ContextNest

Deep dive into the three-layer architecture of AI persistent memory systems—storage, management, and retrieval—with an in-depth comparison of Mem0, Zep, and ContextNest to help developers choose the right memory solution for AI Agents.

Jul 11, 2026·6 min

Balancing Cost and Performance in Azure SQL Database: Three Core Strategies Explained

This article breaks down Azure SQL Database's progressive cost-optimization strategy from the free tier to Hyperscale, Serverless auto-scaling, and Elastic Pools, helping teams balance performance and budget.

Jul 11, 2026·4 min

Notion Meets Cursor: A New Workflow for Dispatching Coding Tasks Directly from Docs

Cursor launches deep Notion integration via the Cursor SDK — @mention Cursor in any Notion doc to trigger a cloud Agent that automatically opens a PR. We break down the workflow, product logic, and real-world limitations.

Jul 11, 2026·5 min

MemoryOps AI: Building a Governable, Auditable Memory Layer for AI Assistants

MemoryOps AI is an open-source governed memory runtime that gives AI assistants policy-before-storage validation, context admission, and deletion-proof lineage—solving compliance, multi-tenancy, and deletion verification challenges in LLM memory systems.

Jul 11, 2026·7 min

Google's $250K Bounty: Linux VM Escape Vulnerability Sets a Historic Record

Google paid a security researcher $250K for a Linux kernel VM escape vulnerability, setting a VRP record. An in-depth analysis of VM escape principles, kCTF incentives, and cloud security impact.

Jul 10, 2026·5 min

TensorRT Multi-Device Inference: Engineering Practices for Breaking Through Single-GPU Memory Bottlenecks

NVIDIA TensorRT now supports multi-device inference via pipeline and tensor parallelism, distributing large models across multiple GPUs to break through single-card memory limits.

Jul 10, 2026·7 min

ManagedAgents.sh: A Deep Dive into the Model-Agnostic Open-Source Managed Agent Platform

ManagedAgents.sh is a model-agnostic managed agent platform from OpenComputer, supporting Claude, Pi, and Codex runtimes with Slack and GitHub integration.

Jul 9, 2026·6 min

Complete Guide to Deploying Dify Locally: Docker + Ollama + RAG Setup Tutorial

A detailed guide to deploying the Dify agent platform locally: from Docker setup and integrating Ollama + DeepSeek local LLMs to workflow orchestration and RAG knowledge base construction.

Jul 9, 2026·7 min

Getting Started with LangChain: The Core Framework Connecting LLMs and AI Applications

A deep dive into LangChain's positioning and value—why do LLMs need a middle layer? How does LangChain serve as the 'glue' unifying multi-model interfaces and supporting Agent development? Learn its core modules and learning path.

Jul 8, 2026·6 min

Deep Dive into GPT-5.6 Ultra's Sub-Agent Architecture and Ten Key AI Industry Trends

In-depth analysis of GPT-5.6 Ultra's sub-agent collaborative reasoning, the global rise of Chinese AI models, world-model evaluation gaps, and AI's real-world deployment challenges and bubble warnings.

Jul 8, 2026·3 min

WASM for Data Processing: Can Browsers Really Handle Big Data?

Can WASM really handle big data? This deep dive covers DuckDB-WASM's in-browser SQL capabilities, edge data processing architectures, and where WebAssembly fits in modern data engineering.

Jul 8, 2026·7 min

A Complete Guide to LangGraph's Core Concepts: The Framework of Choice for Enterprise Agent Development

An in-depth analysis of LangGraph's core concepts: short-term and long-term storage mechanisms, its differences from LangChain, the MIT open-source license, and private deployment solutions for enterprise Agent development.

Jul 7, 2026·6 min

AI Workspace Session and Cache Leaks: A Complete Analysis of Multi-Tenant Isolation Security Risks

AI workspaces face cross-tenant session and cache leak risks that can expose sensitive enterprise data. This article analyzes multi-tenant isolation pitfalls, common architectural flaws, and actionable defenses.

Jul 7, 2026·4 min

Complete Guide to Connecting External Models in Codex: Two Methods to Unlock Full Capabilities

Two methods for connecting external models to Codex: manually configure keys via relay services, or use the CC Tool to auto-bridge GPT, DeepSeek, and more. Covers auth/config files, CC Tool usage, and multi-model switching.

Jul 6, 2026·3 min

Harness Engineering in Practice: A Guide to Enterprise-Grade Multi-Agent System Architecture

A deep dive into Harness Engineering architecture: building an AI procurement assistant on ERP systems, covering multi-agent orchestration, MCP protocol, ASGI deployment, and sandbox isolation.

Jul 3, 2026·7 min

AI Agent Code Execution Sandbox Selection Guide: In-Depth Comparison of E2B and Four Other Solutions

In-depth comparison of five AI Agent code execution sandbox solutions—E2B, Daytona, Modal, Cloudflare Sandbox, and Vercel Sandbox—across isolation, cold start latency, state management, and pricing.

Jul 1, 2026·4 min

AI Agent Memory System Architecture Breakdown: A Practical Selection Guide from 16 Open-Source Projects

Deep analysis of memory system architectures across 16 open-source AI Agent projects including Hermes, Goose, NanoClaw, and Deerflow, covering FTS5 vs vector search, multi-tenant isolation, and LLM auto-extraction.

Jun 29, 2026·4 min

Deep Dive into Alibaba's AgentScope 2.0: Six Core Upgrades and Agent Design Patterns Explained

Deep analysis of Alibaba's AgentScope 2.0 multi-agent framework: six core upgrades including event systems, security interception, HITL, and workspace systems, plus ReAct vs Plan-and-Execute agent design patterns.