Agents in Production: What builders are building

​A builders-first online session on agents, governance, data structure, and real implementation. Hear from teams shipping in production and walk through a live agent setup.

​This is an ONLINE EVENT

​Agents are moving beyond demos, but the real work is not just prompting better. It is structuring the data, context, workflows and governance around them so they can actually perform.

​This session is about what builders are doing now.

​We’ll be joined by Kito Clark, Senior Software Engineer at TeamForm. Kito led a small engineering team that replaced days-long, analyst-dependent reporting with AI-generated dashboards using Amazon Bedrock AgentCore and the Strands SDK. He builds focused agent pipelines and cares deeply about getting the infrastructure right from day one.

​We’ll cover:

​• How focused agent pipelines are being built in production
• Why clean data and clear governance matter
• How well-structured context helps agents actually work
• Where agent projects break beyond the demo
• A walkthrough of a live agent setup

​Who it’s for:

​Engineers and technical builders, product managers working with AI, startup teams building with LLMs, and anyone actively trying to ship rather than just learn.

​What you’ll take away:

​• Start with the customer problem, not the technology
• Specialise your agents and keep pipelines focused
• Invest in evaluation from day one
• Clean data and clear governance unlock agent performance

More info: https://theremix.au/events/agents-workflows-real-problems-sae-byron-june-2026