Latest from Syed Faique
AI
Custom AI Model Development: When You Need It and What It Costs
Custom AI model development is the process of building or training an AI model around your own data instead of using a general-purpose model as it is....
Syed Faique
15 min read
AI
Build vs Buy Software: Why the AI Prototype Economy Changes the Decision
Build vs buy software is the decision between developing a custom application your team owns and licensing a ready-made product from a vendor. The rig...
Syed Faique
16 min read
AI
AI Product Development: From Idea to Deployable Feature
AI product development is the journey from an idea to a product that is safely in production, whether it is a new product built from the ground up to...
Syed Faique
14 min read
AI
Multi-Agent AI Systems: How to Build One That Does Not Fall Apart in Production
A multi-agent AI system uses two or more coordinated AI agents, each with its own role, to complete work a single agent handles poorly on its own. A w...
Syed Faique
16 min read
AI
AI Is Writing Your Code: Now Who Owns the AI Technical Debt?
AI technical debt is the compounding cost that accumulates when a team ships AI-generated code from tools like GitHub Copilot, Cursor or Claude Code f...
Syed Faique
16 min read
AI
The Real Reason AI in Software Development Fails: Data and Context
AI in software development is the use of machine learning and generative AI across the software development lifecycle (SDLC), from generating and revi...
Syed Faique
14 min read
