SoftSages Technology Blogs

A systems-engineering walkthrough of Mizo, the conversational AI agent inside Mailzzy: why it never sends a campaign itself, how a single-agent design replaced an early multi-agent architecture, and fourteen concrete failure modes that shaped the gates around it.

A practical comparison of generative AI vs traditional AI — covering how each works, where they excel, real business use cases, and a decision framework for choosing the right approach, including where agentic AI fits into the picture.

A complete chaos engineering guide covering core principles, the steady-state hypothesis, blast radius control, leading tools, Security Chaos Engineering, and how AI-assisted experiment design is changing failure testing for distributed systems.

A strategic guide to legacy system modernization, covering the 7 Rs framework, the Strangler Fig pattern, AI-assisted migration, and practical approaches for selecting the right modernization strategy for each system.