LLMday

Large Language Models, Agents & AI Systems

June 18, 2026 House of AI, Hamburg, Germany

1
Day
10+
Speakers
1
Track
100+
Attendees

Agentic CI/CD: when your pipeline has opinions

Virendra Singh Bhalothia
Kolsetu GmbH
Abstract

We ship voice AI agents to regulated industries - healthcare, finance, insurance. Traditional CI/CD breaks when your deployable isn't just code but also prompts, voice configs, and agent behavior definitions. We use GitHub Agentic Workflows as an orchestration layer where AI agents gate, review, and validate other AI agents before they go live. This talk covers the system we built, what broke in production, and what governance looks like when LLMs are making merge decisions for voice AI deployments.

Bio

Virendra Bhalothia is CTO & Co-Founder at Kolsetu, building compliant voice AI infrastructure for regulated industries in Europe. Previously headed platform engineering at Germany's largest private university - iu.de and served as a Staff Engineer leading multi-disciplinary teams. Based in Hamburg.

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