Ai architecture Articles — Developers Voice

Beyond Vibe Coding: A Senior Architect's Playbook for Agentic Engineering and Multi-Agent Orchestration

1 Introduction: The Evolution of Vibe Coding Vibe coding started as a playful phrase, but senior engineering teams should treat it as a serious change in the software delivery model. The core qu

AI-Powered Customer Support Agent: Automating Ticket Triage, Resolution, and Escalation

1 AI-Powered Customer Support Agent: Enterprise Architecture Blueprint An AI-powered customer support agent is not just a chatbot connected to a help desk. In a production support environment, t

Agentic AI for Software Development: Build a Coding Assistant That Plans, Writes, Reviews, and Tests Code

1 Agentic AI for Software Development: The Paradigm Shift and Core Architecture Agentic AI for software development is not just a smarter autocomplete. The useful pattern is closer to a small en

AI Agents for Enterprise Knowledge Management: Build a Smart Internal Search and Answering System

1 AI Agents for Enterprise Knowledge Management: Build a Smart Internal Search and Answering System Enterprise knowledge is rarely stored in one clean system. Policies live in PDFs, decisions ar

Build an Agentic AI Recruitment Engine: From Job Description Creation to Final Interview Shortlisting

1 Build an Agentic AI Recruitment Engine: From Job Description Creation to Final Interview Shortlisting Recruitment workflows look simple on paper: write a job description, collect resumes, scre

Llama.cpp on Windows 11 with Qwen 3.5: A Practical Local AI Setup for .NET Architects

1 The 2026 Local AI Landscape: Moving Beyond the Wrapper 1.1 The Architect’s Choice: Why convenience (Ollama) is being traded for precision (llama.cpp) A year ago, Ollama was the defaul

Vector Databases for .NET Developers: Qdrant, Milvus, and Pinecone Compared

For .NET architects in 2026, the conversation has moved well past "what is a vector." The real questions now are: which database fits your scale, what does it cost at 100 million vectors, and how does