Discussion and exchange on system, internet, large‑scale distributed, high‑availability, and high‑performance architectures, as well as big data, machine learning, AI, and architecture adjustments with internet technologies. Includes real‑world large‑scale architecture case studies. Open to architects who have ideas and enjoy sharing.
The article explains how AI agents that automatically retry and invoke tools can silently accumulate hidden costs, argues for splitting billing into four categories, binding budgets to individual tasks, and handling over‑budget situations to prevent runaway expenses and long‑term maintenance burdens.
The new MCP specification removes transport‑layer sessions, turning the protocol into a stateless HTTP workload and compelling architects to redesign the enterprise AI access layer with unified traffic routing, explicit identity management, progressive tool discovery, and robust audit and permission controls.
A poorly drawn architecture diagram can waste days and confuse reviewers, but by understanding boundary logic, following a four‑step creation method, choosing the right tool, and avoiding common pitfalls, you can produce a clear, communicative diagram that any technical director grasps in minutes.
The article shares a practitioner’s journey from chasing every new AI framework to focusing on seven durable capabilities—context management, tool design, data‑driven evaluation, robust harness, isolation, traceability, cost control, and disciplined multi‑agent collaboration—that will keep architects productive for years to come.
A recent study reveals that over two‑thirds of Kubernetes clusters contain critical misconfigurations that let attackers escape containers, steal cloud credentials, and hijack entire cloud accounts within minutes, and the article outlines the three most dangerous flaws, real‑world attack paths, and concrete mitigation steps.
This article explains why domain models are needed, walks through DDD's strategic and tactical design concepts, demonstrates a full knowledge‑payment platform case with bounded contexts, aggregates, and ubiquitous language, and outlines practical guidelines and limitations for applying DDD in real projects.
The article analyzes common misconceptions and hidden costs of serverless adoption, outlines four critical steps from PoC to production, and presents five enterprise‑grade best practices—including scenario selection, framework usage, observability, security, and cost governance—to ensure reliable, cost‑effective serverless deployments.
This comprehensive guide explains the fundamentals of load balancing, compares L4 and L7 approaches, presents practical configuration examples for LVS, Nginx, and HAProxy, covers algorithms, health checks, session persistence, performance tuning, high‑availability designs, monitoring, and cloud‑native deployment in Kubernetes.
This article explains why architecture audits are essential for system stability, outlines the six audit dimensions, shows practical scripts for dependency and resource checks, and presents a three‑stage methodology with risk prioritization and continuous improvement strategies.
This article explains why many enterprises lack quantitative architecture efficiency metrics, outlines the multidimensional challenges of assessing technical, business, cost, and organizational performance, and provides a detailed, step‑by‑step KPI framework—including technical, business, cost, and organizational indicators, data collection automation, monitoring dashboards, and continuous improvement practices—to enable data‑driven architecture optimization.
