A 2-hour technical briefing was held for all research pods on constructing verifiable LLM workflows. Topics included state checkpointing, error recovery handlers, and isolating LLM nondeterminism through deterministic validation layers.
Technical briefing covering agent graph boundaries, state transitions, human-in-the-loop validation, and unit testing for LLM tool executors.