https://speakerdeck.com/singledigit 2026-06-23 11:48:09 -0400 Agents fail in production not because they break — but because correct agents interact in ways nobody planned for. This talk covers deterministic orchestration patterns for multi-agent systems: when to use tools over agents, how to encode implicit contracts explicitly, and how AWS Lambda Durable Functions give you checkpointing, replay, and parallel execution in plain Python. Resources, demo repo, and pricing breakdown: https://edjgeek.com/resources/accelerate-chicago-2026/ Agents fail in production not because they break — but because correct agents interact in ways nobody planned for. This talk covers deterministic orchestration patterns for multi-agent systems: when to use tools over agents, how to encode implicit contracts explicitly, and how AWS Lambda Durable Functions give you checkpointing, replay, and parallel execution in plain Python. Resources, demo repo, and pricing breakdown: https://edjgeek.com/resources/accelerate-chicago-2026/ Tue, 23 Jun 2026 00:00:00 -0400 https://speakerdeck.com/singledigit/agents-gonna-agent-deterministic-orchestration-for-systems-we-cant-predict https://speakerdeck.com/singledigit/agents-gonna-agent-deterministic-orchestration-for-systems-we-cant-predict