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  • [ 2026-05-15 ] AI vs DevOps? Automate smarter, safer. AI
  • [ 2026-04-20 ] [AI] Stateful Knowledge Management: Implementing the LLM-Wiki Architecture AI
  • [ 2026-04-16 ] MCP vs. OpenAPI: A Technical Architecture Judgment for 2026 AI
  • [ 2026-04-15 ] [Architectural Analysis] Multi-Agent Design Patterns in C# LLM Workflows .net Core
  • [ 2026-04-11 ] [Terraform] Managing Vault Secrets via Terraform and OpenTofu: A K3s Token Implementation Computing
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AI vs DevOps? Automate smarter, safer.

2026-05-15 C.H. Ling 0

Every few years, a new technology is predicted to kill DevOps. Cloud was supposed to do it. Kubernetes was supposed to do it. Serverless was supposed to do it. Platform engineering was supposed to do […]

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[AI] Stateful Knowledge Management: Implementing the LLM-Wiki Architecture

2026-04-20 C.H. Ling 0

Standard Retrieval-Augmented Generation (RAG) processes execute static retrieval at query time, forcing the model to rediscover connections across disparate document fragments without compounding knowledge [1]. The LLM-Wiki paradigm delegates the maintenance of a structured, interlinked […]

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MCP vs. OpenAPI: A Technical Architecture Judgment for 2026

2026-04-16 C.H. Ling 0

As AI agents move from “chatting” to “acting,” the industry is shifting from static Structural Contracts (OpenAPI) to dynamic Orchestration Protocols (MCP). While OpenAPI remains the gold standard for software-to-software communication, the Model Context Protocol […]

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  • AI vs DevOps? Automate smarter, safer.

    2026-05-15 0
  • [AI] Stateful Knowledge Management: Implementing the LLM-Wiki Architecture

    2026-04-20 0
  • MCP vs. OpenAPI: A Technical Architecture Judgment for 2026

    2026-04-16 0
  • [Architectural Analysis] Multi-Agent Design Patterns in C# LLM Workflows

    2026-04-15 0
  • [Terraform] Managing Vault Secrets via Terraform and OpenTofu: A K3s Token Implementation

    2026-04-11 0
Recent Posts
  • AI vs DevOps? Automate smarter, safer.
  • [AI] Stateful Knowledge Management: Implementing the LLM-Wiki Architecture
  • MCP vs. OpenAPI: A Technical Architecture Judgment for 2026
  • [Architectural Analysis] Multi-Agent Design Patterns in C# LLM Workflows
  • [Terraform] Managing Vault Secrets via Terraform and OpenTofu: A K3s Token Implementation
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