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From Coding to Orchestrating Systems: The AI-Native SDLC
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May 28
17:00 (CEST)
Online/Free
Why is this topic hot?
What we’ll cover:
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AI is rapidly moving beyond coding assistants into agentic systems that can execute entire parts of the software development lifecycle.
Organizations like Stripe and Spotify are already experimenting with AI agents that generate code, run tests, and open pull requests, shifting development from a “prompt to response” model to intent-driven workflows.
At the same time, testing is evolving into an AI-driven STLC, where validation starts at the moment requirements are defined, enabling extreme shift-left feedback loops.
This creates a new challenge - not just generating code, but orchestrating multiple AI agents across repositories, pipelines, and environments.
This represents a fundamental shift from writing code to orchestrating software delivery systems.
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Join Jan Siciński, Principal Technology Lead and Solution Architect, for a deep dive into how AI is reshaping the software lifecycle.
In this session, we will explore:
• how AI agents are entering the SDLC and STLC
• what “extreme shift-left” looks like in practice
• how multi-agent workflows (coding, testing, review) collaborate
• how systems like Stripe Minions and Spotify Honk work
• how to orchestrate agent-driven workflows using platforms like Slack or Web UI
• a live demo of an AI-native SDLC flow:
Zoom > PRD > Jira > Implementation > Tests > CI > Pull Request
• why engineers are becoming the control plane of AI-driven systems
About the speaker
Jan Siciński,
Principal Technology Lead and Solution Architect at Ciklum
Jan Siciński is a Principal Technology Lead and Solution Architect with over 10 years of experience in building scalable, cloud-native systems across fintech, banking, and enterprise platforms.
He has worked on complex architectures, including banking-as-a-service platforms, CRM systems, and large-scale ticketing integrations, with a strong focus on microservices, serverless architectures, and event-driven systems.
Currently, Jan focuses on AI-enabled SDLC and STLC solutions, designing and orchestrating agent-based workflows that automate software delivery pipelines end-to-end. He is also one of the key contributors to Ciklum’s Prodigy agentic framework.
He combines deep technical expertise with leadership experience, mentoring teams and shaping architecture at both delivery and organizational levels.
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Since 2002, we’ve engineered technology that redefines industries and shapes the way we live
We are
CIKLUM
25+
20+
offices worldwide
clients reached IPO stage
4000+
seasoned like-minded experts globally
KEY
client domains: healthcare, fintech, travel, e-commerce, entertainment, security
This event will be interesting for:
• software engineers and architects interested in AI-native development workflows
• tech leads and platform engineers designing SDLC / CI/CD systems
• QA engineers and SDETs interested in AI-driven testing (STLC)
• engineering managers exploring AI adoption in delivery pipelines
• anyone interested in agent orchestration, shift-left, and developer productivity
