Deterministic workflow kernel for AI systems — replay + diff for AI decisions

PostgreSQL storage adapter for Verist workflows using Drizzle ORM

CLI for Verist workflows — replay, diff, and inspect AI decisions

Batch execution for Verist workflow steps

Pipeline composition for Verist workflow steps

Replay and diff for AI decisions — artifact capture, exact replay, and recompute with diff

Storage interface for workflow state with three-layer model (computed, overlay, effective)

LLM provider adapters with built-in tracing for audit events

Job queue adapter interface for distributed workflow execution

Deterministic workflow kernel for AI systems — define steps, state deltas, and audit events

OpenTelemetry tracing adapter for workflow observability

Content-addressable artifact storage for workflow inputs, outputs, and LLM responses