Engineering Manifestos

Author: Raj Palani

We go on a journey with Engineering/Technology leaders to understand their approach to Engineering strategy, viz. how they figure out what is needed from the Engineering team to help their company win, and how they apply that to their Engineering teams. Each company context (company, business, marketplace, competitive environment) at a given point in time is unique. In order to succeed, a set of choices within Engineering on Objectives, Culture, Organization and Process & Systems needs to be made. We seek to gain an understanding of the tools and practices/processes for building teams and products to help companies win.
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Language: en-us

Genres: Business, Management, Technology

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Deepak Sheoran: Building AI-enabled Teams & Products
Friday, 25 July, 2025

Deepak Sheoran, Founder & CTO, DwellFi, sat down with me to share his experience building AI-enabled Teams & Products. As a hands-on technology leader Deepak has valuable insights to share.3:58 Adoption & Budgeting Framework for AI Tools6:34 AI-enabled Requirements Capture/Design/Review Process: How to get it right?9:45 Codifying your Engineering Process to leverage AI Tooling effectively12:25 Why you need a QA-first mindset to leverage AI effectively?18:50 AI-enabled Testing & Automation21:20 AI-enabled Deployment & Operations (DevOps/SRE)23:40 Building an AI-enabled Product Architecture (MCP-First, Intention-driven UI, Cross-Feature Automation, Multi-agent framework)