Blog Posts

Design Multi-Agent Systems & Orchestration Strategies | CCAR-P Exam Guide | CCAR-P Domain 1
Design Multi-Agent Systems and Orchestration Strategies CCAR-P Domain 1 — Solution Design & Architecture Exam Guide Target objective: Design multi-agent systems and orchestration strate
Read More
Select Claude AI Architecture Patterns: Workflow, Agentic & Augmented LLM | CCAR-P Exam Guide | CCAR-P Domain 1
Select Appropriate Architectural Patterns: Workflow, Agentic, and Augmented LLM CCAR-P Domain 1 — Solution Design & Architecture Exam objective: *Select appropriate architectural patter
Read More
Design End-to-End Claude AI Architectures: CCAR-P Exam Guide | CCAR-P Domain 1
CCAR-P Domain 1 Study Guide Design End-to-End Architectures: Input → Processing → Output → Feedback Loops Domain: Solution Design & Architecture Domain Weight: 17% **Target Object
Read More
Translate Business Problems into Claude-Based AI Solutions: CCAR-P Exam Guide | CCAR-P Domain 1
Domain 1: Solution Design & Architecture — 17% Topic 1.1: Translate Business Problems into Claude-Based AI Solutions What You Need to Know for the Exam This objective tests whether y
Read More
The AI-Native Software Development Lifecycle: A Practical Guide for Developers, Leads, and Architects
1 Why the Traditional Software Lifecycle Is Being Rewritten The software development lifecycle has always evolved around its main constraint. Waterfall addressed the need for predictability. Agi
Read More
How to Use AI for Income Tax Filing: A Step-by-Step Guide for Salaried Professionals (US, UK, India)
Most salaried professionals do not struggle with income tax filing because tax is impossible. They struggle because the data is scattered across salary slips, tax forms, bank statements, broker report
Read More
OpenAI Codex Advanced Workflow: The Architect’s Blueprint for Agentic SDLC
- Sudhir Mangla
- Agentic AI Systems,AI Coding Agents
- 19 Jun, 2026
1 The Paradigm Shift from Inline Autocomplete to Agentic SDLC AI-assisted development has moved beyond inline suggestions. The older model was simple: the developer typed, the tool predicted the
Read More
Beyond Vibe Coding: A Senior Architect's Playbook for Agentic Engineering and Multi-Agent Orchestration
- Sudhir Mangla
- Agentic AI Systems,AI Architecture
- 18 Jun, 2026
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
Read More
AI-Powered Customer Support Agent: Automating Ticket Triage, Resolution, and Escalation
- Sudhir Mangla
- Agentic AI Systems,AI Architecture
- 06 Jun, 2026
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
Read More
Integration Testing ASP.NET Core APIs: WebApplicationFactory Patterns and Best Practices
- Sudhir Mangla
- Software Testing,Test Automation
- 29 May, 2026
1 Integration Testing ASP.NET Core APIs: WebApplicationFactory Patterns and Best Practices Production-grade integration testing in ASP.NET Core is about testing the API as a running application,
Read More