Reliable by Design ยท 05.10
Robustness Audit & Preflight Validation
The deterministic enforcement layer that audits an authored graph for robustness before it ever runs.
The doctrine's deterministic backstop
The design doctrine and pattern library shape what an agent is likely to build; they don't guarantee it. A deterministic robustness audit runs over an authored graph as an enforcement layer independent of whatever the synthesis model actually produced โ catching a missing fallback, an ungated irreversible action, or an unbounded fan-out even if the model that drafted the graph forgot the doctrine entirely.
Preflight catches starved inputs before a single node runs
Validation is layered ahead of that: graph reference checks, expression safety (workflow conditions and transforms are parsed by a hand-written safe expression parser โ never eval), graph normalization, and a reachability lint that specifically catches a node whose required input can never actually arrive given the graph's real wiring. Finding that at build time, instead of watching a run stall waiting on an input that was never going to come, is the entire point of preflight.
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Static named failure/control-flow patterns, plus a living, workspace-scoped playbook of failure-mode-to-fix lessons recalled at build time.
Detects repeated workflow failure patterns, writes the lesson into the Brain, and emits an operator-visible proposal.