Uploaded August 2026 | Updated September 2026, 14 minutes ago
Most AI coding tools still operate in short bursts. You ask, the model answers, and the interaction ends there. This livestream looks at what changes when an agent needs to keep working longer, move through multiple steps, and recover from failures without losing the thread.
Kewin Wereszczyński will host Lech Kailnowski for a focused conversation about graph agentic coding: how work can be broken into states, actions, and transitions so an LLM can continue beyond a single prompt or one context window. The session will cover the shift from a simple agent loop to more structured workflows, why state and checkpoints matter, and where tools like LangGraph fit into that picture.
See you at other Callstack live streams and webinars ✨ callstack.com/webinars
Follow Callstack on X 🐦 https://x.com/callstackio
Most AI coding tools still operate in short bursts. You ask, the model answers, and the interaction ends there. This livestream looks at what changes when an agent needs to keep working longer, move through multiple steps, and recover from failures without losing the thread.
Kewin Wereszczyński will host Lech Kailnowski for a focused conversation about graph agentic coding: how work can be broken into states, actions, and transitions so an LLM can continue beyond a single prompt or one context window. The session will cover the shift from a simple agent loop to more structured workflows, why state and checkpoints matter, and where tools like LangGraph fit into that picture.
See you at other Callstack live streams and webinars ✨ callstack.com/webinars
Follow Callstack on X 🐦 https://x.com/callstackio










