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Latest from webdream

5 recent articles

webdream

Jul 18, 2026 · Backend Development

Java Architecture Overview: 7 Key Patterns from Layered to DDD

The article explains why solid architecture matters for Java projects, outlines seven mainstream architectural patterns—including layered, DDD, hexagonal, clean, CQRS, event‑driven, and microkernel—and provides a decision guide to help teams choose the most suitable approach based on complexity, experience, performance, and evolution needs.

ArchitectureCQRSClean Architecture

0 likes · 11 min read

Java Architecture Overview: 7 Key Patterns from Layered to DDD

webdream

Jul 12, 2026 · Industry Insights

From 6,000 Daily Thoughts to Real Products: How AI Accelerates Idea Execution

The article examines how humans generate roughly 6,000 thoughts each day, categorizes them into three layers, and outlines a four‑stage AI‑augmented workflow—capture, expansion, rapid prototyping, and iteration—plus practical lessons and a six‑step process for turning scarce, valuable ideas into tangible products faster than ever before.

AICognitive ScienceIdea Management

0 likes · 12 min read

From 6,000 Daily Thoughts to Real Products: How AI Accelerates Idea Execution

webdream

Jun 25, 2026 · R&D Management

From Prompt to Loop Engineering: Is the Next‑Gen AI Computing Engine a Tool or an Operating System?

The article examines how AI is reshaping insurance computing from traditional actuarial engines to a universal AI‑driven engine, outlines eight non‑actuarial use cases, eight future evolution directions, and details a Loop Engineering methodology that turns code‑generation feedback loops into a high‑speed, observable, and reusable development capability.

AIAutomationComputational Engine

0 likes · 17 min read

From Prompt to Loop Engineering: Is the Next‑Gen AI Computing Engine a Tool or an Operating System?

webdream

Jun 24, 2026 · Backend Development

Combine or Split Endorsement and Policy? Microservice for Life‑Insurance

The article analyzes whether endorsement (policy changes) and policy management should reside in a single microservice or be split into two, weighing data consistency, cohesion, operational simplicity, scaling, deployment independence, fault isolation, team size, and compliance, and provides a concrete decision framework and split strategy.

CQRSDomain-Driven DesignMicroservices

0 likes · 11 min read

Combine or Split Endorsement and Policy? Microservice for Life‑Insurance

webdream

Jun 20, 2026 · Artificial Intelligence

Building an Enterprise‑Grade RAG Knowledge Base from Scratch: Architecture, Tech Choices & Pitfalls

The article details how to construct an enterprise‑level Retrieval‑Augmented Generation (RAG) knowledge‑base for the insurance sector, covering architecture, dual‑service Java + Python design, tech selections such as MiMo LLM, BGE‑M3 embeddings, hybrid search, performance‑tuned streaming, permission models, and lessons learned.

EmbeddingHybrid SearchJava

0 likes · 15 min read

Building an Enterprise‑Grade RAG Knowledge Base from Scratch: Architecture, Tech Choices & Pitfalls