One thing worth flagging that isn't in the README — the tautological-WHERE detection was the hardest part of the rule engine. Catches DELETE FROM users WHERE 1=1 patterns that LLMs produce when they're "trying to be safe" by adding a WHERE clause but generating one that matches everything. Failure mode we saw in the 13K command dataset.
Craig here, Aperion CEO. Scott built this.
One thing worth flagging that isn't in the README — the tautological-WHERE detection was the hardest part of the rule engine. Catches DELETE FROM users WHERE 1=1 patterns that LLMs produce when they're "trying to be safe" by adding a WHERE clause but generating one that matches everything. Failure mode we saw in the 13K command dataset.
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