How to scale the momentum of ‘Vibe Coding’ using intelligent test automation to enforce rigorous regression and security guardrails essential for the financial sector.

March 25

8:30 PM IST | 3:00 PM GMT | 10:00 AM EST

Software development has entered a new mode: Vibe Coding. It is fast, exploratory, and driven by the question, “Does it work?” rather than “Is it perfect?”. For startups and hackathons, this momentum is a superpower. But in banking, unchecked “vibes” can lead to hidden costs: tech debt, brittle systems, and compliance failures. 

How do financial institutions adapt to this new speed without compromising stability? 

Join our leaders, as they unveil the Hybrid Model for banking software. This session will demonstrate how to operationalize the speed of Vibe Coding by wrapping it in automated, intelligent guardrails that ensure scalability, security, and maintainability. 

What You Will Learn 

• The “Vibe” vs. “Regulation” Conflict: Why the “code fast, fix later” approach fails in banking—and how to fix it without killing developer velocity. 

• The Hybrid Model: A practical framework for a two-phase development lifecycle: Phase 1 (Vibe) for rapid prototyping and discovery, followed by Phase 2 (Formalize) for standardization and testing. 

• Building Qyrus Guardrails: How to utilize the Qyrus platform to automate the “boring correctness” of software delivery: 

• • Contract-First Development: Using API Builder and hosted mocks to define boundaries early. 

• • Automated Test Generation: Using TestGenerator and Qyrus Journeys to create tests directly from real user behaviors and stories. 

• • Data & Orchestration: Leveraging Echo for synthetic boundary data and SEER framework for agentic self-healing and prioritization. 

• • The Vibe-Weighted Pyramid: How to restructure your testing strategy (60% Unit, 30% API, 10% E2E) to support rapid changes while maintaining evidence-driven quality. 

Who Should Attend 

• Banking CXOs: Seeking faster time-to-value with bounded risk and auditability. 

• Engineering Leaders: Who need to scale innovation pods and proofs-of-concept into robust, maintainable systems. 
• QA Architects: Looking to transition from manual scripting to automated quality gates and “fix-forward” workflows. 

Meet Our Experts

Ravi Sundaram 

President, Qyrus

Ameet Deshpande

SVP, Product Engineering, Qyrus

Yadvendra Rathore

VP, Client Success, Qyrus

Ready to Operationalize Your Vibe?  

Vibe Coding is powerful, but chaotic if unchecked. Don’t let hidden costs like brittle systems and knowledge silos slow you down. See how Qyrus uses AI-driven tools—from API Builder to SEER—to wrap your rapid development in automated quality gates.